CinC 2020: Program

Monday, September 14, 2020
8:30 - 8:45    Welcome to CinC 2020
Monday, September14, 2020
8:45 - 10:15    Session RDYIA - Rosanna Degani Young Investigator Finals
8:45 - 9:05    Session RDYIA, ID 279 - Quantifying the Spatiotemporal Influence of Acute Myocardial Ischemia on Volumetric Conduction Speed
Wilson Good1, Jake Bergquist2, Brian Zenger2, Lindsay Rupp2, Karli Gillette3, Gernot Plank3, Rob MacLeod2
1The SCI Institute, 2University of Utah, 3Institute of Biophysics - Medical University of Graz
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9:05 - 9:25    Session RDYIA, ID 113 - Post-processing of Electrocardiographic Imaging Signals to Identify Atrial Fibrillation Drivers
Rubén Molero Alabau1, Andreu M. Climent2, Maria de la Salud Guillem Sánchez1
1Universitat Politècnica de València, 2ITACA, Universitat Politecnica de Valencia
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9:25 - 9:45    Session RDYIA, ID 111 - openCARP: An Open Sustainable Framework for in-silico Cardiac Electrophysiology Research
Jorge Sánchez1, Mark Nothstein2, Aurel Neic3, Yung-Lin Huang4, Anton J. Prassl5, Jochen Klar6, Robert Ulrich2, Felix Bach2, Philipp Zschumme2, Michael Selzer2, Gernot Plank5, Edward Vigmond7, Gunnar Seemann8, Axel Loewe2
1Institue of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 2Karlsruhe Institute of Technology (KIT), 3NumeriCor GmbH, 4Universitäts-Herzzentrum Freiburg, 5Medical University of Graz, Gottfried Schatz Research Center, Division of Biophysics, 6Independent researcher, 7LIRYC Electrophysiology and Heart Modeling Institute, Fondation Bordeaux Univ, 8University Heart Center Freiburg • Bad Krozingen
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9:45 - 10:05    Session RDYIA, ID 409 - Unravelling the Mechanistic Links between Pro-Arrhythmia and Mechanical Function
Hannah Smith, Francesca Margara, Blanca Rodriguez
University of Oxford
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Monday, September 14, 2020
10:15 - 10:45    Coffee break
Monday, September14, 2020
10:45 - 12:15    Session S21 - Membrane and Cellular Modelling
10:45 - 11:00    Session S21, ID 296 - Investigation of the Extracellular Calcium Effects on Action Potential using the Most Recent Human Ventricular Cell Models
Chiara Bartolucci1, Michelangelo Paci2, Stefano Severi1
1University of Bologna, 2Tampere University
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11:00 - 11:15    Session S21, ID 381 - Assessment of the Effects of Online Linear Leak Current Compensation at Different Pacing Frequencies in a Dynamic Action Potential Clamp System
Alan Fabbri1, Adrianus Prins2, Teun P. de Boer1
1Medical Physiology - UMCU, 2Medical Physiology - UMC Utrecht
11:15 - 11:30    Session S21, ID 75 - Global Sensitivity Analysis for Uncertain Parameters Applied to a Cardiac Mitochondrial Model
Bachar Tarraf1, Michael Leguèbe1, Yves Coudière2, Emmanuel Suraniti3, Camille Colin3, Stephane Arbault3, Philippe Diolez4
1Carmen Research Team, Inria, Bordeaux, France, 2Université de Bordeaux, Bordeaux, France, 3Univ. Bordeaux, CNRS, Bordeaux INP, ISM, UMR 5255, F-33400 Talence, France, 4IHU Liryc, Fondation Bordeaux Université, Pessac, France
11:30 - 11:45    Session S21, ID 319 - A Computational Model for the Human Foetal Ventricular Myocyte to investigate Foetal Arrhythmia
Adelisa Avezzù1, Anita Alvarez-Laviada2, Francisca Schultz2, Tharni Vasavan1, Julia Gorelik2, Catherine Williamson1, Steven Niederer1
1King's College London, 2Imperial College London
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11:45 - 12:00    Session S21, ID 355 - Human Atrial Cell Models to Analyse the Effect of Extracellular Calcium on Action Potential Duration
Fazeelat Mazhar, Chiara Bartolucci, Stefano Severi
University of Bologna
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12:00 - 12:15    Session S21, ID 362 - Simulation of Microscopic Action Potential Propagation in Physiological Cell Monolayers
Charles Houston and Chris Cantwell
Imperial College London
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10:45 - 12:15    Session S22 - Advances in ECGI
10:45 - 11::00    Session S22, ID 273 - Improving Localizing Cardiac Geometry Using ECGI
Jake Bergquist1, Jaume Coll-Font2, Brian Zenger1, Lindsay Rupp1, Wilson Good3, Dana Brooks4, Rob MacLeod1
1University of Utah, 2Boston Children's Hospital, 3The SCI Institute, 4Northeastern University
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11:00 - 11:15    Session S22, ID 97 - Variability of Electrocardiographic Imaging Within and Between Leadsets
Job Stoks1, Bianca van Rees1, Sanne Groeneveld2, Diantha Schipaanboord2, Lennart Blom2, Rutger Hassink2, Matthijs Cluitmans1, Ralf Peeters1, Paul Volders1
1Maastricht University, 2University Medical Centre
11:15 - 11:30    Session S22, ID 387 - Robustness of ECG Imaging of Focal Ventricular Activation for Lead-Reduced Systems
Danila Potyagaylo
EP Solutions
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11:30 - 11:45    Session S22, ID 329 - Use of Simulated Data for the Estimation of Prior Models in Kalman Filter-Based Electrocardiographic Imaging
Yesim Serinagaoglu Dogrusoz1 and Taha Erenler2
1Middle East Technical University, 2Middle East Technical University, Electrical and Electronics Eng. Dept.
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11:45 - 12:00    Session S22, ID 466 - Shape Analysis of Segmentation Variability
Jess Tate1, Nejib Zemzemi2, Wilson Good3, Peter van Dam4, Dana Brooks5, Rob MacLeod1
1University of Utah, 2Inria Bordeaux Sud-Ouest, 3The SCI Institute, 4UMC Utrecht, 5Northeastern University
12:00 - 12:15    Session S22, ID 200 - CT-Scan Free Neural Network-Based Reconstruction of Heart Surface Potentials from ECG Recordings
Kamil Bujnarowski1, Pietro Bonizzi2, Ralf Peeters1, Matthijs Cluitmans1, Joel Karel1
1Maastricht University, 2Department of Data Science and Knowledge Engineering, Maastricht University
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10:45 - 12:15    Session S23 - Cardiovascular Mechanics
10:45 - 11:00    Session S23, ID 246 - Consequences of Using an Orthotropic Stress Tensor for Left Ventricular Systole
Tobias Gerach1, Steffen Schuler2, Ekaterina Kovacheva3, Olaf Doessel4, Axel Loewe1
1Karlsruhe Institute of Technology (KIT), 2Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 3KIT, IBT, 4Institute of Biomedical Engineering, Karlsruhe Institute of Technology
11:00 - 11:15    Session S23, ID 212 - Investigating Strain as a Biomarker for Atrial Fibrosis Quantified by Patient Cine MRI Data
Ahmed Qureshi, Henry Chubb, Adelaide de Vecchi, Oleg Aslanidi
King's College London
11:15 - 11:30    Session S23, ID 348 - Multi-Scale Modelling of Doxorubicin Cardiotoxicity in Heart Contraction
Alex Lewalle and steven niederer
King's College London
11:30 - 11:45    Session S23, ID 80 - Heart Sound Analysis in Individuals Supported with Left Ventricular Assist Devices: A First Look
Xinlin Chen1, Leslie Collins1, Priyesh Patel2, Ravi Karra3, Boyla Mainsah1
1Duke University, 2Sanger Heart and Vascular Institute, Atrium Health, 3Duke University Medical Center
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11:45 - 12:00    Session S23, ID 30 - His Bundle Pacing but not Left Bundle Pacing Corrects Septal Flash in Left Bundle Branch Block Patients
Marina Strocchi1, Aurel Neic2, Julien Bouyssier3, Karli Gillette2, Mark Elliot1, Justin Gould1, Jonathan Behar1, Baldeep Sidhu1, Martin Bishop1, Edward Vigmond3, Gernot Plank2, Christopher Rinaldi1, Steven Niederer1
1King's College London, 2Medical University of Graz, 3LYRIC University of Bordeaux
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12:00 - 12:15    Session S23, ID 341 - Computational electrophysiology to support the epicardial veins mapping in cardiac resynchronization therapy
Simone Stella1, Christian Vergara1, Massimiliano Maines2, Domenico Catanzariti2, Pasquale Claudio Africa1, Cristina Demattè2, Maurizio Centonze3, Fabio Nobile4, Maurizio Del Greco2, Alfio Quarteroni1
1Politecnico di Milano, 2Ospedale S. Maria del Carmine, 3Ospedale di Borgo Valsugana, 4Ecole Polytechnique Fédérale de Lausanne
10:45 - 12:15    Session S24 - Heart Rate variability: Methods
10:45 - 11:00    Session S24, ID 233 - Blunted Autonomic Reactivity to Mental Stress in Depression Quantified by Nonlinear Cardiorespiratory Coupling Indices
Spyridon Kontaxis1, Pablo Laguna2, Esther García Pages3, Mar Posadas-de Miguel4, Sara Siddi5, Maria Luisa Bernal6, Josep Maria Haro7, Jordi Aguiló3, Concepción de la Camara6, Raquel Bailón8, Eduardo Gil9
1Biomedical Research Networking Centre on Bioengineering, Biomaterials and Nanomedicine, 2Zaragoza University, 3CIBER de Bioingeniería, Biomateriales y Nanomedicina, Spain, Microelectronics and Electronic Systems Dept., Autonomous University of Barcelona, Spain, 4Instituto de Investigacíon Sanitaria de Aragón (IIS Arag´on), Zaragoza, Spain, 5CIBER de Salud Mental, Spain, 6Instituto de Investigación Sanitaria de Aragón (IIS Aragón), Zaragoza, Spain, 7CIBER de Salud Mental, Spain, Parc Sanitari Sant Joan de D´eu, Sant Boi de Llobregat, Barcelona, Spain, 8I3A, IIS, Universidad de Zaragoza, CIBER-BBN, 9University of Zaragoza
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11:00 - 11:15    Session S24, ID 270 - Application of Permutation Entropy in the stratification of patients with chagas disease
Diego Rodrigo Cornejo Luque1, Maria Fernanda Rodriguez Pilco1, Luz Alexandra Diaz Pareja1, Esteban Segundo Alvarez2, Miguel Vizcardo1
1Universidad Nacional de San Agustin de Arequipa, 2Universidad Central de Venezuela
11:15 - 11:30    Session S24, ID 312 - Novel Classification of Ischemic Heart Disease Using Artificial Neural Network
Giulia Silveri1, Marco Merlo2, Luca Restivo2, Gianfranco Sinagra2, Agostino Accardo1
1Department of Engineering and Architecture, University of Trieste, 2Cardiovascular Department, University of Trieste
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11:30 - 11:45    Session S24, ID 122 - U-shaped patterns in HRV from a polysomnographic point of view: a quantitative analysis
Mateusz Soliński1, Jan Żebrowski1, Paweł Kuklik2
1Faculty of Physics, Warsaw University of Technology, 2Department of Cardiology, Asklepios Hospital St. Georg, Hamburg, Germany, Faculty of Medicine, Semmelweis University Campus Hamburg, Hamburg, Germany
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11:45 - 12:00    Session S24, ID 65 - Frequency Domain Heart Period and QT Interval Variability Markers Are Linked to Arrhythmic Risk in Long QT Syndrome Type 2
Vlasta Bari1, Giulia Girardengo2, Beatrice De Maria3, Beatrice Cairo4, Lia Crotti2, Peter J Schwartz5, Alberto Porta6
1Department of Cardiothoracic, Vascular Anesthesia and Intensive Care, IRCCS Policlinico San Donato, 2IRCCS Istituto Auxologico Italiano, Department of Cardiovascular, Neural and Metabolic Sciences, San Luca Hospital, 3IRCCS Istituti Clinici Scientifici Maugeri, Milan, 4University of Milan,Department of Biomedical Sciences for Health, 5IRCCS Istituto Auxologico Italiano, Center for Cardiac Arrhythmias of Genetic Origin, 6Department of Biomedical Sciences for Health, University of Milan
12:00 - 12:15    Session S24, ID 365 - Validation of Sympathetic Activity Index from Heart Rate Variability series: A Preliminary Muscle Sympathetic Nerve Activity Study
Gaetano Valenza1, Francesco Faita2, Luca Citi3, Philip J Saul4, Rosa Maria Bruno5, Riccardo Barbieri6
1University of Pisa, 2Italian National Research Council, 3University of Essex, 4West Virginia University School of Medicine, 5University Paris Descartes, 6Politecnico di Milano
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Monday, September 14, 2020
12:15    Social Event
Tuesday, September 15, 2020
8:30 - 10:00    Session S31 - Special Session 1: Role of Statistical Genetics in Assessing Cardiovascular Risk. Challenges and Potential
8:30 - 9:00    Session S31, ID 477 - Genetic Architecture of Quantitative Cardiovascular Traits: Blood Pressure, ECG and Imaging Phenotypes
Nay Aung1, William Young1, Stefan Van Duijvenboden2, Julia Ramírez1, Steffen Petersen1, Patricia Munroe1
1Queen Mary University of London, 2University College London
9:00 - 9:15    Session S31, ID 478 - Interaction between ECG and Genetic Markers of All-Cause Mortality Risk
Julia Ramírez1, Stefan van Duijvenboden2, William Young3, Andrew Tinker4, Pier Lambiase5, Patricia Munroe4, Michele Orini6
1Queen Mary University London, 2UCL institute of cardiovascular science, 3Queen Mary Uiversity of London, 4Queen Mary University of London, 5University College London, 6University College London, Department of Mechanical Engineering
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9:15 - 9:30    Session S31, ID 481 - Will Genetic Data Significantly Change Cardiovascular Risk Prediction in Daily Practice?
William Young1, Julia Ramírez2, Stefan van Duijvenboden3, Andrew Tinker1, Pier Lambiase4, Patricia Munroe1, Michele Orini5
1Queen Mary University of London, 2Queen Mary University London, 3UCL institute of cardiovascular science, 4University College London, 5University College London, Department of Mechanical Engineering
9:30 - 9:45    Session S31, ID 483 - Evaluating the Impact of Physiological Variability in Genome-Wide Association Studies of Resting Heart Rate
Stefan van Duijvenboden1, Julia Ramírez2, William J. Young3, Andrew Tinker3, Patricia B. Munroe3, Pier D. Lambiase1, Michele Orini4
1UCL institute of cardiovascular science, 2Queen Mary University London, 3Queen Mary University of London, 4University College London, Department of Mechanical Engineering
9:45 - 10:00    Session S31, ID 485 - Final Discussion
Cristiana Corsi
University of Bologna
8:30 - 10:00    Session S32 - Experimental and Clinical ECGI
8:30 - 8:45    Session S32, ID 190 - Experimental Validation of a Novel Extracellular-Based Source Representation of Acute Myocardial Ischemia
Brian Zenger1, Jake Bergquist1, Wilson Good2, Lindsay Rupp1, Rob MacLeod1
1University of Utah, 2The SCI Institute
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8:45 - 9:00    Session S32, ID 156 - ECGi Metrics in Atrial Fibrillation Dependency on Epicardium Segmentation
Ana González-Ascaso1, Rubén Molero Alabau2, Andreu M. Climent3, Maria de la Salud Guillem Sánchez2
1Universitat Politecnica de Valencia, 2Universitat Politècnica de València, 3ITACA, Universitat Politecnica de Valencia
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9:00 - 9:15    Session S32, ID 458 - Novel Experimental Preparation to Assess Electrocardiographic Imaging Reconstruction Techniques
Jake Bergquist1, Brian Zenger1, Wilson Good2, Lindsay Rupp1, Laura Bear3, Rob MacLeod1
1University of Utah, 2The SCI Institute, 3IHU-LIRYC
9:15 - 9:30    Session S32, ID 304 - The Influence of the Most Powerful Signals on the Pacing Site Localization by Single Dipole
Jana Svehlikova, Beata Ondrusova, Jan Zelinka, Milan Tysler
Institute of Measurement Science, SAS
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9:30 - 9:45    Session S32, ID 237 - Solving the ECGI problem with known locations of scar regions
Mohamadou Malal Diallo1, Mark Potse2, Remi Dubois3, Yves Coudière2
1IHU-Liryc, Fondation Bordeaux Université, 2Université de Bordeaux, 3IHU LIRYC
9:45 - 10:00    Session S32, ID 188 - High-Capacity Cardiac Signal Acquisition System for Flexible, Simultaneous, Multidomain Acquisition
Brian Zenger1, Jake Bergquist1, Wilson Good2, Bruce Steadman1, Rob MacLeod1
1University of Utah, 2The SCI Institute
8:30 - 10:00    Session S33 - ECG processing and classification
8:30 - 8:45    Session S33, ID 119 - Can Laplacian Eigenmaps be used for differentiation between healthy subjects and patients with corrected Tetralogy of Fallot?
Ben Jacobs1, Amalia Villa Gómez2, Jonathan Moeyersons3, Rik Willems4, Sabine Van Huffel1, Carolina Varon5
1KU Leuven, 2ESAT-STADIUS, KU Leuven & imec, 3ESAT-STADIUS, KU Leuven, 4UZ Leuven, 5Delft University of Technology
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8:45 - 9:00    Session S33, ID 194 - Characterization of Impaired Ventricular Repolarization by Quantification of QT Delayed Response to Heart Rate Changes in Stress Test
Cristina Pérez1, Esther Pueyo1, Juan Pablo Martínez2, Jari Viik3, Pablo Laguna4
1University of Zaragoza, 2jpmart@unizar.es, 3Tampere University of Techonology, 4Zaragoza University
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9:00 - 9:15    Session S33, ID 243 - Detection of left arm and left leg lead-wire interchange based on serial ECGs
Richard Gregg and Saeed Babaeizadeh
Philips Healthcare
9:15 - 9:30    Session S33, ID 298 - Novel Classifiers to Differentiate Focal and Macroreentrant Atrial Flutter using 12-Lead Surface Electrocardiogram
Muhammad Usman Gul1, Kushsairy Kadir1, Muhammad Haziq Kamarul Azman2
1British Malaysian Institute, Universiti Kuala Lumpur, 2Universiti Kuala Lumpur
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9:30 - 9:45    Session S33, ID 333 - Detection and Classification of Cardiac Arrhythmias by Machine Learning: A systematic review
Rafael Fernandes and João Salinet
Biomedical Engineering, Engineering, Modelling and Applied Social Sciences Centre
9:45 - 10:00    Session S33, ID 403 - Interpretability Analysis of Machine Learning Algorithms in the Detection of ST-Elevation Myocardial Infarction
Matteo Bodini1, Massimo W Rivolta2, Roberto Sassi3
1Università degli Studi di Milano, 2Dipartimento di Informatica, Università degli Studi di Milano, 3Università degli Studi di Milano, Dipartimento di Informatica
8:30 - 10:00    Session S34 - Heart Rate variability: Applications
8:30 - 8:45    Session S34, ID 78 - Fundamental Considerations of HRV Analysis in the Development of Real-Time Biofeedback Systems
Mariam Bahameish1 and Tony Stockman2
1PhD Student, 2Senior Lecturer
8:45 - 9:00    Session S34, ID 350 - NeuroSky Mindwave Mobile Headset 2 as an Intervention for Reduction of Stress and Anxiety Measured with Pulse Rate Variability
Habshi Alkaf, Ahsan Khandoker, HF Jelinek
Khalifa University
9:00 - 9:15    Session S34, ID 423 - Assessment of Heart Rate Variability derived from Blood Pressure Pulse Recordings in Intensive Care Unit Patients
Maximiliano Mollura1, Edoardo Maria Polo2, Li-wei Lehman3, Riccardo Barbieri1
1Politecnico di Milano, 2Università Sapienza, 3Massachusetts Institute of Technology
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9:15 - 9:30    Session S34, ID 268 - QT Interval Variability and QT-HP Coupling Strength in Amyotrophic Lateral Sclerosis Patients
Beatrice De Maria1, Gabriele Mora2, Kalliopi Marinou2, Riccardo Sideri2, Vlasta Bari3, Beatrice Cairo4, Emanuele Vaini3, Laura Adelaide Dalla Vecchia2, Alberto Porta4
1IRCCS Istituti Clinici Scientifici Maugeri, Milan, 2IRCCS Istituti Clinici Scientifici Maugeri, 3Department of Cardiothoracic, Vascular Anesthesia and Intensive Care, IRCCS Policlinico San Donato, 4Department of Biomedical Sciences for Health, University of Milan
9:30 - 9:45    Session S34, ID 308 - Autonomic Nervous System Response During Scuba Diving Activity
Alberto Hernando1, María Dolores Pelaez Coca2, Carlos Sánchez2, Bolea Juan3, David Izquierdo2, María Teresa Lozano Albalate2, Eduardo Gil3
1Centro Universitario de la Defensa, 2Centro Universitario de la defensa de Zaragoza, 3University of Zaragoza
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9:45 - 10:00    Session S34, ID 280 - Online Tool for Dynamical Heart Rate Variability Analysis
Matti Molkkari, Janne Solanpää, Esa Räsänen
Computational Physics Laboratory, Tampere University
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Tuesday, September 15, 2019
10:00 - 10:15    Coffee break
Tuesday, September 15, 2020
10:15 - 11:45    Session S41 - Modelling Drug Effects and Mutations
10:15 - 10:30    Session S41, ID 451 - Computer Modelling the Effects of Chloroquine on KCNJ2 D172N and E299V Mutations-linked Short QT Syndrome
Cunjin Luo1, Ying He2, Kuanquan Wang3, Henggui Zhang4
1University of Essex, 2De Montfort University, 3Harbin Institute of Technology, 4The University of Manchester
10:30 - 10:45    Session S41, ID 430 - Characterization of Temporal Repolarization Variability in the Long QT1 Syndrome under β-Adrenergic Stimulation by Dimension Reduction and Adaptive Filtering
David Adolfo Sampedro-Puente1, Fabien Raphel2, Jesus Fernandez-Bes1, Pablo Laguna3, Damiano Lombardi2, Esther Pueyo1
1University of Zaragoza, 2INRIA Paris, 3Zaragoza University
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10:45 - 11:00    Session S41, ID 463 - The Role of M cells and the Short QT Syndrome in Cardiac Arrhythmias: A Simulation Study
Cunjin Luo1, Ying He2, Kuanquan Wang3, Henggui Zhang4
1University of Essex, 2De Montfort University, 3Harbin Institute of Technology, 4The University of Manchester
11:00 - 11:15    Session S41, ID 411 - Mutiscale Computational Analysis of the Effect on Heart Rate of a HCN4 Gene Double Mutation: from the Single Channel to the Clinical Phenotype
Eugenio Ricci1, Alan Fabbri2, Teun de Boer2, Stefano Severi1
1University of Bologna, 2University Medical Center Utrecht
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11:15 - 11:30    Session S41, ID 361 - In-silico Trials for Drug Safety and Efficacy Assessment Using a Novel Human Purkinje Fibre Model
Cristian Trovato1, Camille Dusserre2, Elisa Passini1, Blanca Rodriguez1
1University of Oxford, 2Institut de Recherches Servier
11:30 - 11:45    Session S41, ID 386 - Human Ventricular Modelling and Simulation of Drug Action on Electrophysiology and Contraction
Francesca Margara, Zhinuo Wang, Alfonso Bueno-Orovio, Blanca Rodriguez
University of Oxford
10:15 - 11:45    Session S42 - Cardiovascular Imaging
10:15 - 10:30    Session S42, ID 204 - A Convolutional Neural Network-based Deformable Image Registration Method for Cardiac Motion Estimation from Cine Cardiac MRI Images
Roshan Reddy Upendra1, Brian Jamison Wentz2, Suzanne M. Shontz2, Cristian Linte1
1Rochester Institute of Technology, 2University of Kansas
10:30 - 10:45    Session S42, ID 247 - Automated Left and Right Chamber Segmentation in Cardiac MRI Using Dense Fully Convolutional Neural Network
Marco Penso1, Sara Moccia2, Stefano Scafuri3, Giuseppe Muscogiuri3, Gianluca Pontone3, Mauro Pepi3, Enrico Caiani4
1Centro Cardiologico Monzino, 2Università Politecnica delle Marche, Department of Information Engineering, 3Centro Cardiologico Monzino, Department of Cardiovascular Imaging, 4Politecnico di Milano
10:45 - 11:00    Session S42, ID 346 - Right Ventricular Shape Distortion in Tricuspid Regurgitation
Ashley E. Morgan1, Atefeh Kashani1, Brian Zenger1, Lindsay Rupp1, Maura D. Perez1, Markus D. Foote1, Alan K. Morris1, Mark B. Ratcliffe2, Vikas Sharma1, Rob MacLeod1, Shireen Elhabian3
1University of Utah, 2University of California San Francisco, 3Scientific Computing and Imaging Institute, University of Utah
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11:00 - 11:15    Session S42, ID 459 - An Image-based Approach for 3D Left Atrium Functional Measurements
Alan Morris1, Eugene Kholmovski1, Nassir Marrouche2, Joshua Cates1, Shireen Elhabian3
1University of Utah, 2Tulane University, 3Scientific Computing and Imaging Institute, University of Utah
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11:15 - 11:30    Session S42, ID 306 - Performance Comparison of Deep Learning Approaches for Left Atrium Segmentation from LGE MRI Data
Davide Borra, Daniela Portas, Alice Andalò, Claudio Fabbri, Cristiana Corsi
University of Bologna
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11:30 - 11:45    Session S42, ID 418 - Probabilistic Pseudohealthy Synthesis of Aortic Root Shapes using Shape Primitives in Latent Space
Jannis Hagenah and Floris Ernst
University of Luebeck
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10:15 - 11:45    Session S43 - ECG and Signal Processing I
10:15 - 10:30    Session S43, ID 18 - Improving prediction of the PVC origin non-invasively using the standard 12-lead ECG
Peter van Dam1, Ivo Strebel2, Roger Abächerli3
1UMC Utrecht, 2University Hospital Basel, 3HSLU
10:30 - 10:45    Session S43, ID 62 - An Improved Iterative Pace-Mapping Algorithm to Detect the Origin of Premature Ventricular Contractions
Andony Arrieula1, Hubert Cochet2, Pierre Jaïs2, Michel Haïssaguerre2, Mark Potse3
1Inria Bordeaux Sud Ouest, 2IHU Liryc, 3Université de Bordeaux
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10:45 - 11:00    Session S43, ID 209 - Sudden Cardiac Death Prediction in Chronic Heart Failure Patients by Periodic Repolarization Dynamics
Saúl Palacios1, Juan Pablo Martínez2, Esther Pueyo3
1Universidad de Zaragoza, 2jpmart@unizar.es, 3University of Zaragoza
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11:00 - 11:15    Session S43, ID 244 - New Insights into Non-Invasive His Bundle Potential Detection on High Resolution Body Surface Recordings
Nolwenn Tan1, Romain Tixier2, Josselin Duchateau2, Laura Bear3, Remi Dubois1
1IHU LIRYC, 2Bordeaux University Hospital, 3IHU-LIRYC
11:15 - 11:30    Session S43, ID 251 - An ECG-based System for Respiratory Rate Estimation Tested on a Wearable Armband During Daily Life
Jesus Lazaro1, Natasa Reljin2, Raquel Bailón3, Eduardo Gil1, Yeonsik Noh4, Pablo Laguna5, Ki Chon2
1University of Zaragoza, 2University of Connecticut, 3I3A, IIS, Universidad de Zaragoza, CIBER-BBN, 4University of Massachusetts, 5Zaragoza University
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11:30 - 11:45    Session S43, ID 427 - Improved methods for processing optical mapping signals from human left ventricular tissues at baseline and following adrenergic stimulation
María Pérez-Zabalza1, Emiliano Raúl Diez2, Julia Rhyins3, Konstantinos Mountris4, Margarita Segovia-Roldán4, Aida Oliván-Viguera4, Esther Pueyo5
1Aragón Institute of Engineering Research, IIS Aragón, University of Zaragoza, 2Institute of Experimental Medicine and Biology of Cuyo (IMBECU), CONICET, 3Northeastern University Bioengineering, 4Aragon Institute of Engineering Research, University of Zaragoza, IIS Aragon, 5University of Zaragoza
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10:15 - 11:45    Session S44 - Special Session 2: Machine Learning in Atrial Fibrillation
10:15 - 10:45    Session S44, ID 476 - Knowledge, Machine Learning and Atrial Fibrillation: more ingredients for a tastier cocktail
Tomas Teijeiro
École Polytechnique Fédérale de Lausanne (EPFL)
10:45 - 11:00    Session S44, ID 181 - Machine Learning to Find Areas of Rotors Sustaining Atrial Fibrillation from the ECG
Giorgio Luongo1, Luca Azzolin2, Massimo W Rivolta3, Tiago Paggi de Almeida4, Juan Pablo Martínez5, Diogo Coutinho Soriano6, Olaf Doessel7, Roberto Sassi8, Pablo Laguna9, Axel Loewe1
1Karlsruhe Institute of Technology (KIT), 2Karlsruhe Institute of Technology, 3Dipartimento di Informatica, Università degli Studi di Milano, 4University of Leicester, 5jpmart@unizar.es, 6ABC Federal University, 7Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 8Università degli Studi di Milano, Dipartimento di Informatica, 9Zaragoza University
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11:00 - 11:15    Session S44, ID 221 - Identification of Ablation Sites in Persistent Atrial Fibrillation Based on Spatiotemporal Dispersion of Electrograms Using Machine Learning.
Amina Ghrissi1, Fabien Squara2, Vicente Zarzoso3, Johan Montagnat1
1Université Côte d’Azur, CNRS, I3S Laboratory, 2Université Côte d’Azur, CHU Pasteur, Cardiology Department, 3Université Côte d'Azur
11:15 - 11:30    Session S44, ID 255 - Beat-Level Quality Control for Improved Screening of Atrial Fibrillation
Hesam Halvaei1, Leif Sornmo2, Martin Stridh2
1Department of Biomedical Engineering, Lund University, 2Lund University
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11:30 - 11:45    Session S44, ID 486 - Final Discussion
Cristiana Corsi
University of Bologna
Tuesday, September 15, 2019
11:45 - 12:30    Lunch
Tuesday, September 15, 2020
12:30 - 14:00    Session S51 - Challenge I
12:30 - 12:45    Session S51, ID 236 - Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020
Matthew Reyna1, Erick Andres Perez Alday2, Annie Gu1, Chengyu Liu3, Salman Seyedi1, Ali Bahrami Rad4, Andoni Elola5, Qiao Li6, Ashish Sharma1, Gari Clifford7
1Emory University, 2Oregon Health and Science University, 3Southeast University, 4University of Tampere, 5UPV/EHU, 6Emory, 7Emory University and Georgia Institute of Technology
12:45 - 13:00    Session S51, ID 71 - Multi-class classification of pathologies found on short electrocardiogram signals
Georgi Nalbantov, Svetoslav Ivanov, Jeffrey van Prehn
Data Science Consulting Ltd.
13:00 - 13:15    Session S51, ID 253 - Automated Diagnosis of 12-lead Electrocardiograms using an Ensemble of Generic Temporal Convolutional Networks
Max Bos1, Jeroen Vranken1, Rutger van de Leur2, René van Es2
1Informatics Institute, University of Amsterdam, 2UMC Utrecht
13:15 - 13:30    Session S51, ID 128 - Dynamic Time Warping with Gradient Boosting Tree Ensemble for 12-Lead Electrocardiogram Multilabel Classification
Alexander William Wong1, Weijie Sun2, Sunil Vasu Kalmady2, Padma Kaul1, Abram Hindle1
1University of Alberta, 2Canadian VIGOUR Centre
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13:30 - 13:45    Session S51, ID 133 - Combining Scatter Transform and Deep Neural Networks for Multilabel ECG Signal Classification
Maximilian Oppelt1, Jan Stefan1, Maximilian Riehl1, Felix Kemeth2
1Department of Image Processing and Medical Engineering, Fraunhofer Institute for Integrated Circuits IIS, 2Whiting School of Engineering, The Johns Hopkins University
13:45 - 14:00    Session S51, ID 202 - Classification of 12-lead ECGs using digital biomarkers and representation learning
David Assaraf1, Jeremy Levy1, Janmajay Singh2, Gal Yefet3, Armand Chocron1, Joachim A. Behar4
1Faculty of Biomedical Engineering, 2Independent researcher, 3Electrical Engineering, 4Technion-IIT
12:30 - 14:00    Session S52 - Signal-processing for optimisation of cardio-pulmonary resuscitation
12:30 - 12:45    Session S52, ID 347 - Multimodal Biosignal Analysis Algorithm for the Classification of Resuscitation Cardiac Rhythms
Haizea Lasa1, Unai Irusta2, Trygve Eftestøl3, Elisabete Aramendi2, Ali Bahrami Rad4, Jo Kramer-Johansen5, Lars Wik5
1University of the Basque Country (UPV/EHU), 2UPV/EHU, 3University of Stavanger, 4Emory University, 5Oslo University Hospital
12:45 - 13:00    Session S52, ID 313 - Finger Photoplethysmography to Monitor Chest Compression Rate during Out-of-Hospital Cardiac Arrest
Enrique Rueda1, Elisabete Aramendi1, Unai Irusta1, Ahamed Idris2
1communication engineering department of UPV/EHU, 2DFW Center for Resuscitation Research, UT Southwestern Medical Center
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13:00 - 13:15    Session S52, ID 364 - Stationary Wavelet Transform for Extraction of the Impedance Circulation Component During Out-of-hospital Cardiac Arrest
Iraia Isasi1, Erik Alonso1, Unai Irusta1, Elisabete Aramendi1, Mohamud Daya2
1UPV/EHU, 2OHSU
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13:15 - 13:30    Session S52, ID 73 - A Probabilistic Function to Model the Relationship between Quality of Chest Compressions and the Physiological Response for Patients in Cardiac Arrest
Trygve Eftestøl1, Svein Erik Stokka2, Jan Terje Kvaløy1, Ali Bahrami Rad3, Unai Irusta4, Elisabete Aramendi4, Erik Alonso4, Trond Nordseth5, Eirik Skogvoll5, Lars Wik6, Jo Kramer-Johansen6
1University of Stavanger, 2University of Stavanger, Bouvet, 3Emory University, 4UPV/EHU, 5NTNU, 6Oslo University Hospital
13:30 - 13:45    Session S52, ID 45 - Detection of shockable rhythms using convolutional neural networks during chest compressions provided by a load distributing band
Iraia Isasi1, Unai Irusta1, Elisabete Aramendi1, Jan-Åge Olsen2, Lars Wik2
1UPV/EHU, 2Oslo University Hospital
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13:45 - 14:00    Session S52, ID 317 - Spectral Algorithm for Chest Compression Rate feedback during Cardiac Arrest based on Cerebral Oximetry
Libe Lopez de Larruzea1, Unai Irusta1, Elisabete Aramendi1, Andima Larrea2, Ruth Salaberria2, Dani Alonso2
1University of the Basque Country, UPV/EHU, 2Emergentziak-Osakidetza
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12:30 - 14:00    Session S53 - ECG analysis and rhythm annotation
12;30 - 12:45    Session S53, ID 47 - Comparison of machine learning architectures to classify intracardiac atrial electrograms
Miguel Rodrigo1, Albert J. Rogers2, Mahmood I. Alhusseini2, Tina Baykaner2, Sanjiv M. Narayan2
1Universitat Politècnica de València, 2Stanford University School of Medicine, Stanford, California, USA
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12:45 - 13;00    Session S53, ID 66 - Automatic ECG-based Discrimination of 20 Atrial Flutter Mechanisms: Influence of Atrial and Torso Geometries
Giorgio Luongo1, Steffen Schuler2, Massimo W Rivolta3, Olaf Doessel4, Roberto Sassi5, Axel Loewe1
1Karlsruhe Institute of Technology (KIT), 2Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 3Dipartimento di Informatica, Università degli Studi di Milano, 4Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 5Università degli Studi di Milano, Dipartimento di Informatica
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13;00 - 13:15    Session S53, ID 99 - Electrocardiographic Alternans in Myocardial Bridge: A Case Report
Ilaria Marcantoni1, Alessia Di Menna1, Francesca Rossini1, Federica Turco1, Micaela Morettini1, Agnese Sbrollini1, Francesco Bianco2, Marco Pozzi2, Laura Burattini1
1Università Politecnica delle Marche, 2Ospedali Riuniti
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13:15 - 13:30    Session S53, ID 367 - Application of Deep Learning for Quality Assessment of Atrial Fibrillation ECG Recordings
Alvaro Huerta Herraiz1, Arturo Martinez-Rodrigo2, Miguel Angel Arias3, Philip Langley4, José J Rieta5, Raul Alcaraz2
1Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha, Spain., 2University of Castilla-La Mancha, 3Cardiac Arrhythmia Department, Hospital Virgen de la Salud, 4University of Hull, 5BioMIT.org, Universitat Politecnica Valencia
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13:30 - 13:45    Session S53, ID 440 - A Full-Automatic Software Program for Analyzing ECG in Holter Applications
Antoun Khawaja
Khawaja Medical Technology GmbH
13:45 - 14:00    Session S53, ID 446 - Comparison of Morphology-Based and Delay-Based Measures for Reference Beat Classification during Atrial Tachycardia
Laura Anna Unger1, Armin Luik2, Annik Haas2, Olaf Doessel3
1Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 2Medizinische Klinik IV, Staedtisches Klinikum Karlsruhe, 3Institute of Biomedical Engineering, Karlsruhe Institute of Technology
12:30 - 14:00    Session S54 - AFib mapping and learning
12:30 - 13:00    Session S54, ID 488 - Update on AF Electrophysiology, Mapping and Ablation
Corrado Tomasi
Santa Maria delle Croci Hospital, AUSL della Romagna
13:00 - 13:15    Session S54, ID 46 - Machine learning approaches to classify Atrial Arrhythmias from Intracardiac Electrograms
Miguel Rodrigo1, Albert J. Rogers2, Mahmood I. Ahusseini2, Tina Baykaner2, Sanjiv M. Narayan2
1Universitat Politècnica de València, 2Stanford University School of Medicine, Stanford, California, USA
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13:15 - 13:30    Session S54, ID 368 - Locating Rotational Activities using Directed Network Mapping in a Simulated Atrial Fibrillation Model
Muhamed Vila1, Sara Rocher2, Massimo W Rivolta1, Javier Saiz3, Roberto Sassi4
1Dipartimento di Informatica, Università degli Studi di Milano, 2Universitat Politècnica de València, 3Centro de Investigación e Innovación en Bioingeniería (Ci2B), Universitat Politècnica de València, 4Università degli Studi di Milano, Dipartimento di Informatica
13:30 - 13:45    Session S54, ID 378 - Classification of Farfield and Nearfield Intracardiac Signals from the Pulmonary Veins using Machine Learning
Vincent Schlageter1, Adrian Luca2, Florian Spies3, Antonio Madaffari3, Michael Kühne3, Stefan Osswald3, Jean-Marc Vesin4, Christian Sticherling3, Sven Knecht3
1University Hospital Basel, 2Lausanne University Hospital, 3Basel University Hospital, 4Swiss Federal Institute of Technology
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13:45 - 14:00    Session S54, ID 383 - Atrial Fibrillation Driver Localization from Body Surface Potentials using Deep Learning
Miguel Ángel Cámara-Vázquez1, Adrián Oter-Astillero1, Ismael Hernández-Romero1, Miguel Rodrigo2, Eduardo Morgado1, Maria de la Salud Guillem Sánchez3, Andreu M. Climent2, Óscar Barquero-Pérez4
1Universidad Rey Juan Carlos, 2ITACA Institute, Universitat Politècnica de València, 3Universitat Politècnica de València, 4University Rey Juan Carlos
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14:00 - 14:15    Coffee break
14:15 - 15:45    Session S61 - Challenge II
14:15 - 14:30    Session S61, ID 130 - Automatic 12-lead ECG classification using a deep neural network and unsupervised pre-training
Antonio H. Ribeiro1, Daniel Gedon2, Daniel Martins Teixeira1, Manoel Horta Ribeiro3, Antonio Luiz Ribeiro1, Thomas B. Schön2, Wagner Meira Jr4
1Universidade Federal de Minas Gerais, 2Uppsala University, 3École Polytechnique Fédérale de Lausanne, 4Universidade Federal de Minas Gerasi
14:45 - 15:00    Session S61, ID 307 - An Interpretable Model for the Classification of 12-lead ECG Signals Using Attention
Ibrahim Hammoud, IV Ramakrishnan, Petar Djuric
Stony Brook University
15:00 - 15:15    Session S61, ID 349 - A lightweight CNN-GRU for 12-lead ECG classification
Davide Borra, Alice Andalò, Stefano Severi, Cristiana Corsi
University of Bologna
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15:15 - 15:30    Session S61, ID 363 - Classification of 12-lead ECGs using Gradient Boosting on features acquired with domain-specific and domain-agnostic methods
Durmus Umutcan Uguz, Felix Berief, Steffen Leonhardt, Christoph Hoog Antink
RWTH Aachen University
15:30 - 15:45    Session S61, ID 374 - Classification of 12-Lead Electrocardiograms using Convolutional Autoencoders and Transfer Learning
Sardar Ansari1, Christopher Gillies1, Kevin Ward1, Hamid Ghanbari2
1Emergency Medicine, University of Michigan, 2Internal Medicine-Cardiology, University of Michigan
14:15 - 15:45    Session S62 - Understanding mechanisms of ventricular arrhythmias and defibrillation
14:15 - 14:45    Session S62, ID 489 - QTc and T-wave Assessment and Risk Stratification in LQTS
Cristiana Corsi
University of Bologna
14:45 - 15:00    Session S62, ID 471 - Personalized Low-Energy Smart-Defibrillators Through Feedback Based Re-synchronization Therapy in Langerdorff-perfused Rabbit Hearts
Ilija Uzelac and Flavio Fenton
Georgia Institute of Technology
15:00 - 15:15    Session S62, ID 443 - Maximizing the Capture of the Excitable Gap During Ventricular Arrhythmias for Low-energy Defibrillation
Angel Moreno1, Richard Walton2, Olivier Bernus3, Edward Vigmond4, Jason Bayer3
1IHU Liryc, Electrophysiology and Heart Modeling Institute, foundation Bordeaux Université, F-33600 Pessac- Bordeaux, France. Univ. Bordeaux, IMB UMR 5251, CNRS, F-33400 Talence, France., 2University of Bordeaux, 3IHU LIRYC - University of Bordeaux, 4LIRYC - University of Bordeaux
15:15 - 15:30    Session S62, ID 397 - Supervised Classification of Ventricular Abnormal Potentials in Intracardiac Electrograms
Giulia Baldazzi1, Marco Orrù2, Mirko Matraxia3, Graziana Viola4, Danilo Pani5
1DIBRIS, University of Genova; DIEE, University of Cagliari, 2DIEE, UNICA, 3Medical Concept Lab, 4Division of Cardiology, San Francesco Hospital, 5DIEE - University of Cagliari
15:30 - 15:45    Session S62, ID 468 - Local Entropy as Determinant for Wavebreaks and Ventricular Arrhythmia in Langendorff-Perfused Guinea-Pig Hearts
Ilija Uzelac and Flavio Fenton
Georgia Institute of Technology
14:15 - 15:45    Session S63 - ECG and Signal Processing II
14:15 - 14:30    Session S63, ID 67 - Automated Identification of Paced Beats in Holter ECG
Filip Plesinger1, Ivo Viscor1, Radovan Smisek1, Josef Halamek2, Veronika Bulkova3, Petr Nejedly4, Pavel Jurak1
1Institute of Scientific Instruments of the CAS, 2Institute of Scientific Instruments, CAS, CZ, 3Medical Data Transfer, s.r.o., 4Institute of Scientific Instruments of the Czech Academy of Science
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14:30 - 14:45    Session S63, ID 158 - Model-Based Estimation of Electrocardiographic QT Interval from Phonocardiographic Heart Sounds in Healthy Subjects
Agnese Sbrollini, Micaela Morettini, Ilaria Marcantoni, Laura Burattini
Università Politecnica delle Marche
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14:45 - 15:00    Session S63, ID 370 - Comparative Study of Convolutional Neural Networks for ECG Quality Assessment
Alvaro Huerta Herraiz1, Arturo Martinez-Rodrigo2, Alberto Puchol3, Marta Inmaculada Pachon3, José J Rieta4, Raul Alcaraz5
1Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha, Spain., 2Univeristiy of Castilla-La Mancha, 3Cardiac Arrhythmia Department, Hospital Virgen de la Salud, 4BioMIT.org, Universitat Politecnica Valencia, 5University of Castilla-La Mancha
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15:00 - 15:15    Session S63, ID 402 - Sex Differences in the Morphology of RR-Matched T-waves Are Highly Heterogeneous Across Leads
Julia Ramírez1, Stefan van Duijvenboden2, Andrew Tinker3, Pier Lambiase4, Patricia Munroe3, Michele Orini5
1Queen Mary University London, 2UCL institute of cardiovascular science, 3Queen Mary University of London, 4University College London, 5University College London, Department of Mechanical Engineering
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15:15 - 15:30    Session S63, ID 414 - Comparison of the spatial QRS-T angle with Intra-cardiac Markers of Depolarisation and Repolarisation
William Young1, Neil Srinivasan2, Andrew Tinker1, Patricia Munroe1, Pier Lambiase3, Michele Orini3
1Queen Mary University of London, 2St Bartholomew's hospital, Barts Heart Centre, 3St Bartholomew's hospital, Barts Heart Centre and University College London
15:30 - 15:45    Session S63, ID 461 - Characterization of T wave changes by Lyapunov Exponents in Chronic Kidney Disease Patients
SABARATHINAM SRINIVASAN1, Syed Hassaan Ahmed Bukhari2, Pablo Laguna3, Carlos Sánchez4, Esther Pueyo2
1Postdoc,I3A, University of Zaragoza, IIS Aragon, Zaragoza, Spain, 2University of Zaragoza, 3Zaragoza University, 4Centro Universitario de la Defensa de Zaragoza
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14:15 - 15:45    Session S64 - AFib mechanisms
14:15 - 14:30    Session S64, ID 121 - Phase Singularities in Cardiac Patch Model with Non-conductive Fibrotic Area during Atrial Fibrillation
Tiago Paggi de Almeida1, Mark Nothstein2, Xin Li1, Michela Masè3, Flavia Ravelli3, Diogo C. Soriano4, Arthur S. Bezerra5, Fernando S. Schlindwein1, Takashi Yoneyama5, Olaf Dössel2, G. André Ng1, Axel Loewe2
1University of Leicester, 2Karlsruhe Institute of Technology (KIT), 3Università degli Studi di Trento, 4Universidade Federal do ABC, 5Instituto Tecnológico de Aeronáutica
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14:30 - 14:45    Session S64, ID 261 - Influence of Gradient and Smoothness of Atrial Wall Thickness on Initiation and Maintenance of Atrial Fibrillation
Luca Azzolin1, Giorgio Luongo2, Sara Rocher3, Javier Saiz4, Olaf Doessel5, Axel Loewe2
1Karlsruhe Institute of Technology, 2Karlsruhe Institute of Technology (KIT), 3Universitat Politècnica de València, 4Centro de Investigación e Innovación en Bioingeniería (Ci2B), Universitat Politècnica de València, 5Institute of Biomedical Engineering, Karlsruhe Institute of Technology
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14:45 - 15:00    Session S64, ID 303 - Oscillatory ACh Release Impact on f-Wave Frequency Modulation: an Experimentally-Based Computational Study
Chiara Celotto1, Carlos Sánchez2, Konstantinos Mountris3, Mostafa Abdollahpur4, Frida Sandberg5, Pablo Laguna6, Esther Pueyo1
1University of Zaragoza, 2Centro Universitario de la Defensa de Zaragoza, 3Aragon Institute of Engineering Research, University of Zaragoza, IIS Aragon, 4Ph.D. Student at Lund University, 5Lund University, 6Zaragoza University
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15:00 - 15:15    Session S64, ID 384 - Renewal Rate Constants of Phase Singularity Formation and Destruction in Atrial Fibrillation are Temporally Stable Measures of Fibrillatory Dynamics
Dhani Dharmaprani1, Jing Quah2, Andrew McGavigan2, Anand Ganesan2
1Flinders University, 2Flinders Medical Centre
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15:15 - 15:30    Session S64, ID 391 - Atrial Fibrosis Correlates with Slower Conduction in a Transgenic Goat Model
Eugene Kwan1, Elyar Ghafoori1, Wilson Good2, Rob MacLeod1, Edward Hsu1, Boyce Moon3, Jeffrey Fish3, Misha Regouski4, Irina Polejaeva4, Derek Dosdall1, Ravi Ranjan1
1University of Utah, 2The SCI Institute, 3Abbott, 4Utah State University
15:30 - 15:45    Session S64, ID 420 - Simulation Study of the Arrhythmogenic Effects of two Missense Mutations in Human Atrial Fibrillation
Rebecca Belletti1, Laura Martinez-Mateu2, Lucía Romero3, Javier Saiz4
1Universitat Politècnica de València, 2Departamento de Teoría de la Señal y las Comunicaciones y Sistemas Telemáticos y Computación, Universidad Rey Juan Carlos, 31Centro de Investigación e Innovación en Bioingeniería (Ci2B), Universitat Politècnica de València,, 4Centro de Investigación e Innovación en Bioingeniería (Ci2B), Universitat Politècnica de València
Tuesday, September 10, 2019
15:45 - 17:45    Coffee break
Tuesday, September 15, 2020
15:45 - 17:45    Session P7_3a - ECG/Monitoring
15:45 - 17:45    Session P7_3a, ID 77 - Evaluation of the Changes in RR and QT Circadian Rhythms in Bedridden Subjects
Sarah Solbiati1, Alessia Paglialonga2, Lorenzo Costantini3, Enrico Caiani1
1Politecnico di Milano, 2National Research Council of Italy (CNR), Institute of Electronics, Computer and Telecommunication Engineering (IEIIT), 3Azienda Sanitaria Locale Lecce - Cardiovascular Department
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15:45 - 17:45    Session P7_3a, ID 24 - Optimization Strategies to Reduce Alarm Fatigue in Patient Monitors
Mengxing Liu1, Zehui Sun1, Wenyu Ye1, Xianliang He1, Ye Li2
1Mindray, 2Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences
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15:45 - 17:45    Session P7_3a, ID 191 - Unobtrusive, Through-clothing ECG and Bioimpedance Monitoring in Sleep Apnea Patients
Ivan Castro1, Aakash Patel1, Margot Deviaene2, Dorien Huysmans3, Pascal Borzee4, Bertien Buyse4, Dries Testelmans4, Sabine Van Huffel3, Carolina Varon2, Tom Torfs1
1imec, 2ESAT-STADIUS, KU Leuven, & imec, 3KU Leuven, 4UZ Leuven
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15:45 - 17:45    Session P7_3a, ID 193 - Deep-Learning Premature Contraction Localization in 12-lead ECG from Whole Signal Annotations
Petra Novotna, Tomas Vicar, Marina Ronzhina, Jakub Hejc, Jana Kolarova
Department of Biomedical Engineering, Brno University of Technology
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15:45 - 17:45    Session P7_3a, ID 271 - Quantitative Assessment of Respiratory Distress using Convolutional Neural Network for Multivariate Time Series Segmentation
Rohit Pardasani1, Rupanjali Chaudhuri2, Navchetan Awasthi3, Sheetal Chaurasia4, Sushma Maya5
1GE Healthcare, 2Cerner Corporation, 3Indian Institute of Science, 4Manipal Hospital Whitefield, 5Publicis Sapient
15:45 - 17:45    Session P7_3a, ID 29 - Unreadable Segment Recognition of Single-Lead ECG Signal Based on Morphological Algorithm
Xie Hanshuang
杭州质子科技有限公司
15:45 - 17:45    Session P7_3a, ID 330 - Regression or Pseudo-Inverse – Which Method Should be Preferred when Developing Inverse Linear ECG-Lead Transformations?
Daniel Guldenring1, Ali Rababah2, Dewar Finlay2, Raymond Bond2, Alan Kennedy3, Khaled Rjoob2, Michael Jennings2, James McLaughlin2
1HTW Berlin, 2Ulster University, 3PulseAI Ltd
15:45 - 17:45    Session P7_3a - Device
15:45 - 17:45    Session P7_3a, ID 201 - The Role of Cardiac Anatomy in Multipolar Lead Design Optimisation for Cardiac Resynchronization Therapy
Cristobal Rodero1, Marina Strocchi1, Angela Lee1, Christopher Aldo Rinaldi1, Edward Vigmond2, Gernot Plank3, Pablo Lamata1, steven niederer1
1King's College London, 2LIRYC - University of Bordeaux, 3Medical University of Graz
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15:45 - 17:45    Session P7_3a - Sudden death/Resuscitation
15:45 - 17:45    Session P7_3a, ID 325 - An Impedance-based Algorithm to Detect Ventilations during Cardiopulmonary Resuscitation
Xabier Jaureguibeitia1, Unai Irusta2, Elisabete Aramendi2, Henry Wang3, Ahamed Idris4
1University of the Basque Country, 2UPV/EHU, 3University of Texas Health Science Center at Houston, 4UT Southwestern
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15:45 - 17:45    Session P7_3b - Afib Endocardiography
15:45 - 17:45    Session P7_3b, ID 98 - Hidden Markov Models for Activity Detection in Atrial Fibrillation Electrograms
Gonzalo Ricardo Ríos-Muñoz1, Fernando Moreno-Pino2, Nina Soto3, Pablo M. Olmos2, Antonio Artés-Rodríguez2, Francisco Fernández-Avilés3, Ángel Arenal3
1Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), 2Universidad Carlos III de Madrid, 3Hospital General Universitario Gregorio Marañón
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15:45 - 17:45    Session P7_3b, ID 117 - Constructing Virtual Patient Cohorts for Simulating Atrial Fibrillation Ablation
Caroline Roney1, Marianne Beach1, Arihant Mehta1, Iain Sim1, Cesare Corrado1, Rokas Bendikas1, Jose Alonso Solis-Lemus2, Orod Razeghi1, John Whitaker1, Louisa O'Neill1, Gernot Plank3, Edward Vigmond4, Steven Williams1, Mark O'Neill1, steven niederer1
1King's College London, 2School of Biomedical Engineering and Imaging Sciences, King's College London, 3University of Graz, 4LIRYC - University of Bordeaux
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15:45 - 17:45    Session P7_3b, ID 131 - Optimizing Atrial Electrogram Classification Based on Local Ablation Outcome in Human Atrial Fibrillation
Arthur Bezerra1, Takashi Yoneyama1, Diogo Soriano2, Giorgio Luongo3, Xin Li4, Flavia Ravelli5, Michela Masè5, Gavin Chu4, Peter Stafford4, Fernando Schlindwein4, G. Andre Ng4, Tiago Paggi de Almeida4
1Instituto Tecnológico de Aeronáutica, 2Universidade Federal do ABC, 3Karlsruhe Institute of Technology, 4University of Leicester, 5University of Trento
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15:45 - 17:45    Session P7_3b, ID 146 - Impact of Electrode Size on Electrogram Voltage in Healthy and Diseased Tissue
Deborah Nairn1, Daniel Hunyar1, Jorge Sánchez2, Olaf Doessel3, Axel Loewe4
1Karlsruhe Institute of Technology, 2Institue of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 3Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 4Karlsruhe Institute of Technology (KIT)
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15:45 - 17:45    Session P7_3b, ID 166 - Reliability of Local Activation Waves Features to Characterize Paroxysmal Atrial Fibrillation Substrate During Sinus Rhythm
Aikaterini Vraka1, Fernando Hornero2, Aurelio Quesada3, Luca Faes4, Raul Alcaraz5, José J Rieta1
1BioMIT.org, Universitat Politecnica Valencia, 2Cardiovascular Surgery Department, Hospital Clinico Universitario, Valencia, 3Cardiology Department, Hospital General Universitario, 4Department of Engineering, University of Palermo, 5University of Castilla-La Mancha
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15:45 - 17:45    Session P7_3b, ID 257 - Machine Learning of Cardiac Computed Tomography Can Predict Success of Atrial Fibrillation Ablation
Daria Galkina1, Orod Razeghi1, Mahmood Alhusseini2, AJ Rogers2, Sanjiv Narayan2, steven niederer1, Tina Baykaner2
1King's College London, 2Stanford University
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15:45 - 17:45    Session P7_3b, ID 265 - The influence of cardiac ablation on the electrophysiological characterization of rat isolated atrium: preliminary analysis
Jimena Paredes1, Stefan Pollnow2, Olaf Doessel2, João Salinet3
1Biomedical Engineering, Engineering, Modelling and Applied Social Sciences Centre, Federal University of ABC, 2Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 3Biomedical Engineering, Engineering, Modelling and Applied Social Sciences Centre
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15:45 - 17:45    Session P7_3b, ID 291 - Prediction of Atrial Fibrillation Disease Progression with Endocardial Electrograms
Bram Hunt1, Eugene Kwan1, Mark McMillan2, Derek Dosdall1, Rob MacLeod1, Ravi Ranjan1
1University of Utah, 2Boston Scientific
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15:45 - 17:45    Session P7_3b, ID 302 - Simulation of the Hemodynamic effects of the Left Atrial Appendage Occlusion in Atrial Fibrillation: preliminary re-sults
Nadia D'Alessandro1, Alessandro Masci2, Alice Andalò1, Luca Dedè3, Corrado Tomasi4, Alfio Quarteroni3, Cristiana Corsi2
1DEI, University of Bologna, 2University of Bologna, 3MOX, Polytechnic University of Milan, 43Santa Maria delle Croci Hospital, AUSL della Romagna
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15:45 - 17:45    Session P7_3b, ID 309 - High-resolution Catheters for Arrhythmic Driver Detection: Preliminary Results in Atrial Fibrillation
Alice Andalò1, Giuseppe Calamia1, Claudio Fabbri2, Paolo Sabbatani3, MIchele Monaci1, Stefano Severi2, Cristiana Corsi2
1DEI, University of Bologna, 2University of Bologna, 3Bufalini Hospital, AUSL della Romagna
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15:45 - 17:45    Session P7_3b, ID 318 - Development of Deep Learning Method to Predict the Extend of Atrial Remodeling using Computational Modeling
Dimitris Filos1, Dimitris Tachmatzidis2, Vassilios Vassilikos2, Ioanna Chouvarda1
1Lab of Computing, Medical Informatics and Biomedical Imaging Technologies, School of Medicine, Aristotle University of Thessaloniki, 223rd Cardiology Department, Aristotle University of Thessaloniki
15:45 - 17:45    Session P7_3b, ID 342 - Atrial Fibrillation Arising from Impaired Pitx2: Insight from a 3D Human Atrial Model
Jieyun Bai1, Yijie Zhu1, Yaosheng Lu1, Andy Lo2, Jichao Zhao3
1Department of Electronic Engineering, College of Information Science and Technology, Jinan University, 2Auckland Bioengineering Institute, The University of Auckland, 3The University of Auckland
15:45 - 17:45    Session P7_3b, ID 360 - Discrimination Between CFAEs of Paroxysmal and Persistent Atrial Fibrillation with Simple Classification Models of Reduced Features
Emanuela Finotti1, Edward J Ciaccio2, Hasan Garan3, Vicente Bertormeu-González4, Raul Alcaraz5, José J Rieta1
1BioMIT.org, Universitat Politecnica Valencia, 2Department of Medicine -- Division of Cardiology, Columbia University, 3Department of Medicine - Division of Cardiology, Columbia University Medical Center, 4Cardiology Department, Hospital Universitario de San Juan, 5University of Castilla-La Mancha
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15:45 - 17:45    Session P7_3b, ID 434 - Unipolar Electrogram Eigenvalue Distribution Analysis for the Identification of Atrial Fibrosis
Jennifer Riccio1, Sara Rocher2, Laura Martinez3, Alejandro Alcaine4, Javier Saiz5, Juan Pablo Martínez6, Pablo Laguna7
1University of Zaragoza, 2Universitat Politècnica de València, 3UPV, 4CIBER en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), 5Centro de Investigación e Innovación en Bioingeniería (Ci2B), Universitat Politècnica de València, 6jpmart@unizar.es, 7Zaragoza University
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15:45 - 17:45    Session P7_4a - ECG-Waveform Analysis 1
15:45 - 17:45    Session P7_4a, ID 53 - Relation of surface T-wave to vulnerability to ventricular fibrillation in explanted structurally normal hearts
Marianna Meo1, Pietro Bonizzi2, Laura Bear3, Matthijs Cluitmans4, Emma Abell3, Michel Haïssaguerre5, Olivier Bernus3, Remi Dubois1
1IHU LIRYC, 2Department of Data Science and Knowledge Engineering, Maastricht University, 3IHU-LIRYC, 4Maastricht University, 5IHU-LIRYC - CHU Bordeaux
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15:45 - 17:45    Session P7_4a, ID 89 - Improvement in Automated STEMI Detection by Modeling and Classification of the ST Segment
Reza Firoozabadi, Richard Gregg, Saeed Babaeizadeh
Philips Healthcare
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15:45 - 17:45    Session P7_4a, ID 91 - Utility of In-silico Pace Mapping to Successfully Identify Simulated Ventricular Tachycardia Exit Sites Non-Invasively Using both 12-lead ECG Recordings and Electrograms from Implanted Devices
Sofia Monaci1, Cristobal Rodero1, Marina Strocchi1, John Whitaker1, Ronak Rajani1, Reza Razavi1, Aldo Rinaldi1, Mark O'Neill1, Gernot Plank2, Andrew King1, Martin Bishop1
1King's College London, 2Medical University of Graz
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15:45 - 17:45    Session P7_4a, ID 92 - Automated Localization of Focal Ventricular Tachycardia from Implanted Devices Electrograms: A Combined Physics-AI approach
Sofia Monaci1, Cristobal Rodero1, Marina Strocchi1, Karli Gillette2, Ronak Rajani1, Gernot Plank3, Andrew King1, Martin Bishop1
1King's College London, 2Institute of Biophysics - Medical University of Graz, 3Medical University of Graz
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15:45 - 17:45    Session P7_4a, ID 96 - The electro-anatomical pathway for normal and bundle branch block ECGs
Peter van Dam1, Emanuela Teresina Locati2, Giuseppe Ciconte2, Valeria Borrelli2, Vincenzo Santinelli2, Gabriele Vicedomini2, Luigi Giannelli2, Zarko Calovic2, Carlo Pappone2
1UMC Utrecht, 2Department of Arrhythmology and Electrophysiology, IRCCS Policlinico San Donato
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15:45 - 17:45    Session P7_4a, ID 100 - Robust QRS Detection Using Combination of Three Independent Methods
Lukas Smital1, Lucie Marsanova2, Radovan Smisek2, Andrea Nemcova2, Martin Vitek2
1Brno University of Technology, 2Brno University of Technology, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering
15:45 - 17:45    Session P7_4a, ID 164 - Feasibility of ECG Reconstruction from Minimal Lead Sets Using Convolutional Neural Networks
Maksymilian Matyschik1, Henry Mauranen1, Joel Karel1, Pietro Bonizzi2
1Maastricht University, 2Department of Data Science and Knowledge Engineering, Maastricht University
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15:45 - 17:45    Session P7_4a, ID 168 - Quantification of Ventricular Repolarization Fluctuations in Patients with Myocardial Infarction
Martin Schmidt1, Robin Dunker1, Hagen Malberg1, Sebastian Zaunseder2
1TU Dresden, 2University of Applied Sciences and Arts Dortmund
15:45 - 17:45    Session P7_4a, ID 175 - Knowledge-Based QRS Detection performed by a Cascade of Moving Average Filters
Lorenzo Bachi1, Lucia Billeci2, Maurizio Varanini3
1Institute of Clinical Physiology, National Research Council of Italy (IFC-CNR), 2Institute of Clinical Physiology, National Research Council of Italy (CNR), 3Institute of Clinical Physiology, National Research Council (CNR)
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15:45 - 17:45    Session P7_4a, ID 272 - Сomparative analysis of morphological criteria for differential diagnostics of wide QRS complex arrhythmias with left bundle branch block morphology
Mikhail Chmelevsky1, Margarita Budanova2, Tatjana Treshkur1, Viktor Tikhonenko3
1Almazov National Medical Research Centre, 2Federal Almazov National Medical Research Center, 3Institute of Cardiology Technics (INCART)
15:45 - 17:45    Session P7_4a, ID 284 - Detection of ECG Fiducial Points Using Recursive Estimation and Kalman filtering
Luis Enrique Avendaño1, Jorge Ivan Padilla Buritica2, Edilson Delgado-Trejos3, David Cuesta Frau4
1Universidad Tecnológica de Pereira, 2Universidad Autonoma de Manizales, 3Instituto Tecnológico Metropolitano, 4Universidad Politecnica de Valencia
15:45 - 17:45    Session P7_4a, ID 287 - Computational Reconstruction of Electrocardiogram Lead Placement
Alexander Wissner-Gross1, Suraj Kapa2, James Lee3, Desmond Keenan3, Natasha Drapeau3, Kenneth Londoner3
1Harvard University, 2Mayo Clinic, 3BioSig Technologies, Inc.
15:45 - 17:45    Session P7_4a, ID 344 - Building normal ECG models to detect any arrhythmias using deep learning
Keiji Gyohten1, Shota Hori1, Hidehiro Ohki1, Toshiya Takami1, Noboru Sato2
1Oita University, 2Keiwakai Healthcare Group
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15:45 - 17:45    Session P7_4a, ID 385 - Automated Atrial Fibrillation Source Detection Using Shallow Convolutional Neural Networks
Isac do Nascimento Lira1, Pedro Marinho Ramos de Oliveira2, Walter Freitas Jr.1, Vicente Zarzoso2
1Universidade Federal do Ceará, 2Université Côte d'Azur
15:45 - 17:45    Session P7_4b - ECGI Techniques and Application
15:45 - 17:45    Session P7_4b, ID 354 - Comparison of two equivalent dipole layer based inverse electrocardiography techniques for the non-invasive estimation of His-Purkinje mediated ventricular activation
Machteld Boonstra, Rob Roudijk, Peter Loh, Peter van Dam
University Medical Center Utrecht
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15:45 - 17:45    Session P7_4b, ID 256 - Noninvasive beat-to-beat epi-endocardial panoramic mapping in patients with polymorphic ventricular arrhythmias
Mikhail Chmelevsky1, Stepan Zubarev2, Margarita Budanova3, Danila Potyagaylo4, Tatjana Treshkur2, Dmitry Lebedev2
1Almazov National Medical Research Centre, 2Almazov National Medical Research Center, 3Federal Almazov National Medical Research Center, 4EP Solutions
15:45 - 17:45    Session P7_4b, ID 108 - A Patchwork Inverse Method in Combination with the Activation Time Gradient to Detect Regions of Slow Conduction in Sinus Rhythm
Oumayma Bouhamama1, Mark Potse2, Remi Dubois3, Lisl Weynans4, Laura Bear5
1Université de Bordeaux, IMB, UMR5251, 2Université de Bordeaux, 3IHU LIRYC, 4Bordeaux University, 5IHU-LIRYC
15:45 - 17:45    Session P7_4b, ID 129 - A wavelet-based method for non-invasive dominant frequency detection in atrial fibrillation
Victor Gonçalves Marques1, Miguel Rodrigo2, Maria de la Salud Guillem Sánchez2, João Salinet3
1Federal University of ABC, 2Universitat Politècnica de València, 3Biomedical Engineering, Engineering, Modelling and Applied Social Sciences Centre
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15:45 - 17:45    Session P7_4b, ID 37 - Impaired Body Surface Electrode Contact Reduces Accuracy of Non-Invasive Electrocardiographic Imaging
Laura Bear1, Jeanne van der Waal2, Thom Oostendorp3, Remi Dubois4
1IHU-LIRYC, 2Amsterdam UMC, 3Donders Institute for Brain, Cognition and Behaviour, 4IHU LIRYC
15:45 - 17:45    Session P7_5 - Membrane and Cellular Modelling
15:45 - 17:45    Session P7_5, ID 16 - Calcium Bump as Indicator of the Mechano-Calcium Feedback in Cardiomyocytes and its Species-specificity in Mathematical Models
Pavel Konovalov1, Nathalie Balakina-Vikulova2, Olga Solovyova1, Leonid Katsnelson3
1Institute of Immunology and Physiology of the RAS, 2Ural Federal University, 3Institute of Immunology and Physiology of the RAS at Ekaterinburg
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15:45 - 17:45    Session P7_5, ID 23 - Load-dependence in the Electromechanical Model of the Human Cardiomyocyte
Nathalie Balakina-Vikulova1, Olga Solovyova2, Leonid Katsnelson3
1Ural Federal University, 2Institute of Immunology and Physiology of the RAS, 3Institute of Immunology and Physiology of the RAS at Ekaterinburg
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15:45 - 17:45    Session P7_5, ID 27 - The Role of Oxidative CaMKII in Mouse Atria – a Simulation Study
Wei Wang1, Shanzhuo Zhang1, Gongning Luo1, Henggui Zhang2, Kuanquan Wang1, Yong Xu1
1Harbin institute of technology, 2University of Manchester
15:45 - 17:45    Session P7_5, ID 28 - Regulation of Electrical Coupling Between Bio-pacemaker and Ventricular Myocytes on Autonomous Signal Propagation: A Simulation Study
Yacong Li1, Kuanquan Wang1, Qince Li1, Henggui Zhang2
1Harbin Institute of Technology, 2University of Manchester
15:45 - 17:45    Session P7_5, ID 55 - The comparison between two mathematical contractile elements Integrated to an hiPSC-CM in silico Model
Mohamadamin Forouzandehmehr1, Nicolò Cogno2, Jussi Koivumäki1, Jari Hyttinen1, Michelangelo Paci1
1Tampere University, 2University of Turin
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15:45 - 17:45    Session P7_5, ID 223 - Modelling the Effects of Conductive Polymers and Stem Cells Derived Myocytes on Scarred Heart Tissue
Damiano Fassina1, Caroline Mendonca Costa1, Sian Harding2, steven niederer1
1King's College London, 2Imperial College London
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15:45 - 17:45    Session P7_5, ID 301 - A Computational Model of Human Ventricular Action Potentials Incorporating Experimental Variability Arising from CACNA1C mutations
Jieyun Bai1, Yaosheng Lu1, Kuanquan Wang2, Henggui Zhang3
1Department of Electronic Engineering, College of Information Science and Technology, Jinan University, 2School of Computer Science and Technology, Harbin Institute of Technology, Harbin, Heilongjiang, China, 3University of Manchester
15:45 - 17:45    Session P7_5, ID 405 - A novel model of acute myocardial ischemia in human ventricular cardiomyocytes
Marta Girones-Sanguesa1, Claudia Esteban1, Ana González-Ascaso2, Jose F Rodriguez-Matas3, Jose M Ferrero1
1CI2B, Universitat Politecnica de Valencia, 2Universitat Politecnica de Valencia, 3Politecnico di Milano
15:45 - 17:45    Session P7_5, ID 465 - State Estimation for Cardiac Action Potential Dynamics: A Comparison of Kalman Filter Designs
Laura Munoz and Christopher Beam
Rochester Institute of Technology
15:45 - 17:45    Session P7_5, ID 274 - Prediction of IKr blocker channel state preference based on voltage clamp simulations using machine learning techniques.
Fernando Escobar Ropero1, Julio Gomis-Tena Dolz2, Javier Saiz3, Lucía Romero4
1Univerdad Politécnica de Valencia, 2Universidad Politécnica de Valencia, 3Centro de Investigación e Innovación en Bioingeniería (Ci2B), Universitat Politècnica de València, 41Centro de Investigación e Innovación en Bioingeniería (Ci2B), Universitat Politècnica de València,
15:45 - 17:45    Session P7_8 - Challenge
15:45 - 17:45    Session P7_8, ID 7 - Automatic Detection of 12-Lead ECG Abnormalities Using Multi-Scale Deep Residual Network
Shan Yang, Chunli Wang, Qingda Kong, Heng Xiang
Chengdu Spaceon Electronics CO., LTD.
15:45 - 17:45    Session P7_8, ID 31 - Multi-class Classification of 12-lead Electrocardiogram Recordings to Assist in the Diagnosis of Cardiac Abnormalities
Jacob Kimball and Omer T. Inan
Georgia Institute of Technology
15:45 - 17:45    Session P7_8, ID 32 - Utilization of Residual CNN-GRU with Attention Mechanism for Classification of 12-lead ECG
Petr Nejedly1, Adam Ivora1, Ivo Viscor1, Josef Halamek2, Pavel Jurak3, Filip Plesinger3
1Institute of Scientific Instruments of the Czech Academy of Science, 2Institute of Scientific Instruments, CAS, CZ, 3Institute of Scientific Instruments of the CAS
15:45 - 17:45    Session P7_8, ID 35 - Arrhythmia Detection and Classification of 12-lead ECGs Using a Deep Neural Network
wenxiao jia, Xiao Xu, Xian Xu, Yuyao Sun, Xiaoshuang Liu
pingan health technology
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15:45 - 17:45    Session P7_8, ID 39 - Automatic 12-lead ECG classification using deep neural networks
Wenjie Cai, Shuaicong Hu, Jingying Yang, Jianjian Cao
University of Shanghai for Science and Technology
15:45 - 17:45    Session P7_8, ID 41 - Deep Multi-branch Neural Network for Multi-label Classification of ECG Abnormalities
Hongmei Wang1, wei zhao2, Dongya Jia1, Zhenqi Li3, Cong Yan4, jing hu4, Jiansheng Fang5, Ming Yang5
1Guangzhou Shiyuan Electronics Technology Co., Ltd, 2Guangzhou shiyuan electronics co.,Ltd; Guangzhou Xicoo Medical Technology Co.,Ltd, 3Guangzhou Shiyuan Electrionics Co.,Ltd, 4Guangzhou Shiyuan Electronics Technology Co., Ltd., 5Guangzhou Shiyuan Electronic Technology Company Limited
15:45 - 17:45    Session P7_8, ID 44 - Automatic classification of arrhythmias by residual network and BiGRU with attention mechanism
Runnan He1, Kuanquan Wang1, Na Zhao1, Qiang Sun2, Qince Li1, Henggui Zhang3
1Harbin Institute of Technology, 2Beijing Electric Power Hospital, 3University of Manchester
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15:45 - 17:45    Session P7_8, ID 48 - The Multi-label Classification of 12 Channel ECG signals of Patients with Various Diseases
András Bánhalmi, Vilmos Bilicki, Tamás Szépe
University of Szeged
15:45 - 17:45    Session P7_8, ID 61 - Alba’s roadmap, where does she want to head…
Marek Żyliński1 and Gerard Cybulski2
1Warsaw University of Technology, 2Department of Mechatronics, WUT
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15:45 - 17:45    Session P7_8, ID 63 - ECG Classification Using Efficient Net based Architecture with RandAugment
Naoki Nonaka and Jun Seita
RIKEN
15:45 - 17:45    Session P7_8, ID 74 - An Ensemble Approach to Classifying 12-lead ECGs
David Kaftan1 and Richard Povinelli2
1Marquette Energy Analytics, 2Marquette University
15:45 - 17:45    Session P7_8, ID 79 - Multi-Label Classification for Automated Diagnosis of Cardiac Abnormalities in ECG Readings
John Chauvin1, Soufiane CHAMI1, Rabie Fadil1, Sandeep Singhal1, Kouhyar Tavakolian2
1University of North Dakota, 2Associate Professor
15:45 - 17:45    Session P7_8, ID 83 - Multi-label Classification of ECG using 1-D ResNet
Wei Zhao
PingAn
15:45 - 17:45    Session P7_8, ID 84 - ECG Classification Model Based on Multi-scale Network
Wenqiang Cai and Lishen Qiu
Soochow university
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15:45 - 17:45    Session P7_8, ID 85 - SE-ECGNet: Multi-scale SE-Net for Multi-lead ECG Data
Jiabo Chen1, Bin Xiao1, Xiuli Bi1, Yongchao Wang1, Weisheng Li1, Duan Han1, Junhui Zhang2, Xu Ma3
1Chongqing University of Posts and Telecommunications, 2The First Affiliated Hospital of Chongqing Medical University, 3Human Genetics Resource Center National Research Institute for Family Planning
15:45 - 17:45    Session P7_8, ID 86 - Fusion of Convolutional Neural Network and Conventional Machine Learning for Classification of 12-Lead ECGs
Reza Firoozabadi, Richard Gregg, Saeed Babaeizadeh
Philips Healthcare
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15:45 - 17:45    Session P7_8, ID 95 - Multi-label Classification of 12-lead ECG Using Deep Transfer Learning on Spectrograms by Continuous Wavelet Transform
Yingjing Feng and Edward Vigmond
LIRYC - University of Bordeaux
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15:45 - 17:45    Session P7_8, ID 103 - Identifying Abnormalities in a 12-Lead Electrocardiogram Image Stack with Convolutional Neural Networks
Jenny Venton1, Ashish Sundar1, Ryan Moran1, Spencer A Thomas1, Peter M Harris1, Nadia A S Smith1, Merima Causevic2, Alen Bosnjakovic2, Vedran Karahodzic2, Claudia Nagel3, Axel Loewe3, Nicolas Pilia3, Olaf Dössel3, Loïc Coquelin4, Jane V Lyle5, Philip J Aston6
1National Physical Laboratory, 2Institute of Metrology of Bosnia and Herzegovina, 3Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 4National Laboratory of Metrology and Testing, 5University of Surrey, Mathematics, 6National Physical Laboratory/University of Surrey, Mathematics
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15:45 - 17:45    Session P7_8, ID 107 - Cardiac Abnormalities Prediction using Ensemble of Diverse Sequence Labeling Models
Yale Chang, Annamalai Natarajan, Asif Rahman, Gregory Boverman, Sara Mariani, Shruti Vij, Jonathan Rubin
Philips Research North America
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15:45 - 17:45    Session P7_8, ID 112 - Adaptive lead weighted ResNet trained with different duration signals for classifying 12-lead ECGs
Zhibin Zhao1, Hui Fang2, Samuel Relton3, Jing Qin4, Yuhong Liu5, Zhijing Li1, David Wong6
1Xi'an Jiaotong University, 2Loughborough University, 3University of Leeds, 4Dalian University, 5Chengdu Medical College, 6University of Manchester
15:45 - 17:45    Session P7_8, ID 116 - Rule-Based methods and Deep Learning Networks for Automatic Classification of ECG
giovanni bortolan1 and Ivaylo Christov2
1IN-CNR, 2Institute of Biophysics and Biomedical Engineering - Bulg. Accad. of Sci
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15:45 - 17:45    Session P7_8, ID 120 - Detection of 12-Lead ECG arrhythmia using Combination of Squeeze-and-Excitation Module and residual U-Net
Du Changping1, Shen Tengfei1, Li Yang1, Zhou Ying2, Chen Ziwei1, Chen Yang1
1Southeast University, 2Southeast University
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15:45 - 17:45    Session P7_8, ID 124 - Machine Learning in Medicine: an Algorithm for Automatic 12-lead ECG Classification.
Mateusz Soliński1, Michał Łepek1, Dorota Kokosińska1, Judyta Salamon2, Katarzyna Muter3, Antonina Pater1, Zuzanna Puzio1, Przemysław Wiszniewski4
1Faculty of Physics, Warsaw University of Technology, 2Warsaw University of Technology, 3Faculty of Electronics and Information Technology, Warsaw University of Technology, 4Faculty of Electrical Engineering, Warsaw University of Technology
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15:45 - 17:45    Session P7_8, ID 127 - Identification of Cardiac Arrhythmias from 12-lead ECG using Beat-wise QR-code Generation and Multi-channel Convolutional Neural Network
Mohanad Alkhodari, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
Khalifa University
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15:45 - 17:45    Session P7_8, ID 132 - Multi Label Multi Lead ECG Classification with Augmenting Convolutional Networks
Tom Beer and Chen Beer
Technion
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15:45 - 17:45    Session P7_8, ID 134 - Multi-label Arrhythmia Classification From 12-Lead Electrocardiograms
Po-Ya Hsu1, Po-Han Hsu1, Tsung-Han Lee1, Hsin-Li Liu2
1University of California San Diego, 2Central Taiwan University of Science and Techonology
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15:45 - 17:45    Session P7_8, ID 135 - Diagnosis of multiple cardiac disorders from 12-lead ECGs using a deep neural network
Zheheng Jiang, Tiago Paggi de Almeida, Fernando Schlindwein, G. André Ng, Huiyu Zhou, Xin Li
University of Leicester
15:45 - 17:45    Session P7_8, ID 136 - Deep Learning Identification of Concurrent Cardiac Arrhythmias from Electrocardiogram Signals
Jhih-Yu Chen1, Tsai-Min Chen2, Chih-Han Huang1, Edward S.C. Shih1, Justine Hsu1, Yi-Ming Chen1, Yu Tsao3, Ming-Jing Hwang1
1Institute of Biomedical Sciences, Academia Sinica, 2Graduate Program of Data Science, National Taiwan University and Academia Sinica, 3Research Center for Information Technology Innovation, Academia Sinica
15:45 - 17:45    Session P7_8, ID 138 - Automated Classification of Electrocardiograms Using Wavelet Analysis and Deep Learning
Andrew Demonbreun and Grace Mirsky
Benedictine University
15:45 - 17:45    Session P7_8, ID 139 - Multi-label Classification of Abnormalitiesin 12-Lead ECG Using 1D ResNet34
Ao Ran1, Dongsheng Ruan2, Yuan Zheng3
1Zhejiang University, 2College of computer science and technology,Zhejiang University, 3School of Aeronautics and Astronautics,Zhejiang University
15:45 - 17:45    Session P7_8, ID 141 - Cardiovascular Disease Classification from ECG signal through Variational Mode Decomposition and One-dimensional Convolutional Neural Network.
Nahian Ibn Hasan
Bangladesh University of Engineering and Technology
15:45 - 17:45    Session P7_8, ID 143 - Deep Convolutional Neural Network for Imbalanced Multi-label ECG Classification
Xiaoyu Li1, Buyue Qian1, Jishang Wei2, Yuhua Wei1, Haochen Han1, Xiyang Li3
1Xi'an Jiaotong University, 2HP Labs, 3Xi'an Jiaotong University Health Science Center
15:45 - 17:45    Session P7_8, ID 144 - ECG Arrhythmia Classification using Recurrent Neural Networks and Long Short-Term Memory Recurrent Neural Networks
Sebastian Cajas, Pedro Astaiza, Santiago Garcia, Camilo Segura, Diego Lopez
Universidad del Cauca
15:45 - 17:45    Session P7_8, ID 145 - ECG-based Multi-Class Arrhythmia Detection Using 13-branch Convolutional Neural Network
Jing Zhang1, Junyuan Jing1, Deng Liang1, Xun Chen1, Min Gao2
1University of Science and Technology of China, 2The First Affiliated Hospital of University of Science and Technology of China (Anhui Provincial Hospital)
15:45 - 17:45    Session P7_8, ID 148 - Multi-Stream Deep Neural Network for 12-Lead ECG Abnormality Classification
Martin Baumgartner, Dieter Hayn, Andreas Ziegl, Alphons Eggerth, Günter Schreier
AIT Austrian Institute of Technology
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15:45 - 17:45    Session P7_8, ID 152 - Arrhythmia Detection With Convolutional Neural Networks from 12-lead ECGs
Qineng cao
Hangzhou Proton Technology Co., Ltd. in Hangzhou
15:45 - 17:45    Session P7_8, ID 154 - Automatic ECG Classification with Convolutional Neural Networks
Guillermo Jimenez-Perez1, Maxime Sermesant2, Oscar Camara1
1Universitat Pompeu Fabra, 2Inria, Université Côte d'Azur
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15:45 - 17:45    Session P7_8, ID 157 - Ensemble Deep Convolutional Recurrent Neural Networks for Automated Diagnosis of Cardiac Abnormalities in 12-Lead ECGs
Mojtaba Jafari Tadi and Joaquin Rives Gambin
University of Turku
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15:45 - 17:45    Session P7_8, ID 161 - Impact of neural architecture design on cardiac arrhythmia classification using 12-lead ECG signals
Najmeh Fayyazifar
Edith Cowan University
15:45 - 17:45    Session P7_8, ID 162 - A Real-Time ECG Classification Scheme Using Anti-Aliased Blocks with Low Sampling Rate
Yunkai Yu1, Zhicheng Yang2, Peiyao Li3
1Beijing Institute of Technology, 2PAII Inc., 3Tsinghua University
15:45 - 17:45    Session P7_8, ID 163 - Classification of Cardiac Abnormalities by An Ensemble Machine Learning Model
Minfang Tang, Chenshuo Wang, Ruishi Zhou, Yicheng Yao, Pu Jian, Xiuying Mou, Zhen Fang
University of Chinese Academy of Sciences
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15:45 - 17:45    Session P7_8, ID 171 - Cardiac Pathologies Detection and Classification in 12-lead ECG
Radovan Smisek1, Andrea Nemcova1, Lucie Marsanova2, Lukas Smital2, Martin Vítek1, Jiri Kozumplik1
1Brno University of Technology, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering, 2Brno University of Technology
15:45 - 17:45    Session P7_8, ID 173 - Automatic Classification of 12-Lead ECGs using Morphological Feature Extraction
Matthieu Scherpf1, Hannes Ernst1, Daniel Schwensow1, Joris Thimme1, Jonas Weiß1, Martin Schmidt2
1Technische Universität Dresden - Institute of Biomedical Engineering, 2TU Dresden
15:45 - 17:45    Session P7_8, ID 180 - Attention based models for ecg abnormalites detection
Xi Li and Yongjun Xu
Nalong Technology Co. Ltd
15:45 - 17:45    Session P7_8, ID 183 - Deep-learning based 12-lead ECG classification using convolutional neural networks with an attention layer and gated recurrent units
Martin Kropf1, Aravind-Kumar Radhakrishnan2, Narayanaraj Dharmalingam3
1Charité Berlin, 2Department of Internal Medicine and Cardiology, Charité University Medicine, Campus Virchow-Klinikum, 3KIS GmbH & Co. KG
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15:45 - 17:45    Session P7_8, ID 185 - Explainable ECG Classification Using Information Theoretic Measures Derived From Neuroscience
Max Falkenberg, Hardik Rajpal, Madalina Sas
Imperial College London
15:45 - 17:45    Session P7_8, ID 187 - Diagnosis of Cardiac Abnormalities Applying Fourier-Bessel Expansion and Ensemble Systems on ECG Signals
Nidhi Sawant and Shivnarayan Patidar
National Institute of Technology Goa
15:45 - 17:45    Session P7_8, ID 189 - Cardiac Abnormalities Recognition in 12-lead ECG Using a Convolutional Network with Binary Units Training Technique
Tomas Vicar1, Petra Novotna1, Jakub Hejc1, Marina Ronzhina1, Oto Janousek2
1Department of Biomedical Engineering, Brno University of Technology, 2Department of Biomedical Engineering, Brno University of Technology, Brno, Czech Republic
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15:45 - 17:45    Session P7_8, ID 196 - Automatic Arrhythmia Detection from 12-lead Electrocardiograms Based on Residual Convolutional Neural Network and Recurrent Neural Network Combination
Zhengling He, Xianxiang Chen, Pengfei Zhang, Lirui Xu, Zhongrui Bai, Hao Zhang, Weisong Li, Pan Xia
Aerospace Information Research Institute, Chinese Academy of Sciences
15:45 - 17:45    Session P7_8, ID 198 - ECG Classification with a Convolutional Recurrent Neural Network
Jérôme Van Zaen, Halla Sigurthorsdottir, Ricard Delgado-Gonzalo, Mathieu Lemay
Swiss Center for Electronics and Microtechnology (CSEM)
15:45 - 17:45    Session P7_8, ID 213 - Automatic 12-Lead Electrocardiogram Monitoring Using a Combination of Deep Neural Network Models
Mohammad Abdizadeh
University of Calgary
15:45 - 17:45    Session P7_8, ID 217 - Detecting Cardiac Abnormalities from 12-lead ECG Signals Using Feature Extraction, Dimensionality Reduction, and Machine Learning Classification
Garrett Perkins1, J. Chase McGlinn1, Muhammad Rizwan2, Bradley Whitaker1
1Montana State University, 2University of Management & Technology
15:45 - 17:45    Session P7_8, ID 225 - A Bio-toolKit for multi-cardiac abnormality diagnosis using 12-lead ECG signal and Deep Learning
Akash Kirodiwal1, Apoorva Srivastava1, Ashutosh Dash1, sazedul alam2, Sawon Pratiher3, Amit Patra4, Nirmalya Ghosh5, nilanjan banerjee6
1Electrical Engineering Department,IIT Kharagpur, 2PhD student, CSEE, UMBC., 3Electrical Engineering Department, IIT Kharagpur, 4Professor, IIT kharagpur, 5Assistant Professor, IIT Kharagpur, 6Associate professor, CSEE, UMBC
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15:45 - 17:45    Session P7_8, ID 229 - Automatic Cardiac Abnormality Detection in 12-lead ECGs with Deep Convolutional Neural Networks Using Data Augmentation
Lucas Weber1, Maksym Gaiduk1, Ralf Seepold2
1HTWG Konstanz, 2HTWG Konstanz, I.M. Sechenov First Moscow State Medical University
15:45 - 17:45    Session P7_8, ID 230 - 12-lead Electrocardiogram Arrhythmia Detection using Deep Neural Networks
Hao WEN1, Xiaolong Liu2, Zhexiang Kuang2, Shuai Yang2, Jue Zhang3
1Tsinghua University, 2Jingdong Health Inc., 3Jing Dong Health Inc.
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15:45 - 17:45    Session P7_8, ID 234 - 12-Lead ECG classification using non-linear feature-based learning
Jieun Lee, Samuel Newell, Vasanth Ravikumar, Xiangzhen Kong, Yugene Guo, Alena Talkachova
University of Minnesota
15:45 - 17:45    Session P7_8, ID 240 - Multi-label Classification of Abnormalities in 12-lead ECG Using Attention-based Multi-Scale Convolutional Neural Network
Jianping Lin1, Ping Zhang2, Guijin Wang3
1School of Medicine Tsinghua University, 2Tsinghua University Affiliated Beijing Tsinghua Changgung Hospital, 3Department Of Electronic Engineering Tsinghua University
15:45 - 17:45    Session P7_8, ID 248 - CardioInceptionNet: A Novel CNN Architecture for ECG Abnormalities Detection
Oles Dobosevych1, Illia Kachko2, Bohdan Petryshak1
1The Machine Learning Lab at UCU, 2SoftServe Research Group, The Machine Learning Lab at UCU
15:45 - 17:45    Session P7_8, ID 72 - Explainable Deep Neural Network for Identifying Cardiac Abnormalities Using Class Activation Map
Yu-Cheng Lin, Yun-Chieh Lee, Wen-Chiao Tsai, Win-Ken Beh, An-Yeu Wu
Graduate Institute of Electronic Engineering, National Taiwan University
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15:45 - 17:45    Session P7_8, ID 269 - Detection of ECG abnormalities using feature extraction based on novel convolution kernels
Mirosław Łątka1, Dawid Motyka1, Tadeusz Sebzda2
1Wrocław University of Technology Department of Bioengineering, 2Wroclaw Medical University Department of Pathophysiology
15:45 - 17:45    Session P7_8, ID 276 - Ensemble of Binary and Multiclass Classifiers for Detecting Cardiac Abnormalities Using 12-Lead ECGs
Roneel Sharan, Shlomo Berkovsky, Hao Xiong, Sidong Liu
Macquarie University
15:45 - 17:45    Session P7_8, ID 277 - Classification of 12 Lead ECG Signal using 1D-CNN with Class Dependent Threshold
Rohit Pardasani1 and Navchetan Awasthi2
1GE Healthcare, 2Massachusetts General Hospital, Harvard University
15:45 - 17:45    Session P7_8, ID 278 - Hybrid Signature-based Approach to ECG Classification
Hamid Khandahari and Adam Mahdi
University of Oxford
15:45 - 17:45    Session P7_8, ID 281 - Multi-Label Cardiac Arrhythmia Classification Using CNN with Self-Attention and LSTM
Zhaowei Zhu and Tingting Zhao
Ping An Technology
15:45 - 17:45    Session P7_8, ID 282 - An Ensemble Classifier for Arrhythmia Classification based on ResNet, ResNeXt and ResNeSt
Ran Duan, Xiaodong He, Ouyang Zhuoran
Edan Diagnostics Ltd.
15:45 - 17:45    Session P7_8, ID 285 - Multi-Label Classification of 12-lead ECGs by Using Residual CNN and Class-Wise Attention
Yang Liu1, Yongfeng Yuan1, Kuanquan Wang1, Henggui Zhang2
1Harbin Institute of Technology, 2University of Manchester
File
15:45 - 17:45    Session P7_8, ID 293 - A robust CNN-based 12 lead ECG classifier for detecting cardiac abnormalities
Ahsan Habib, Saifur Rahman, Chandan Karmakar
Deakin University
File
15:45 - 17:45    Session P7_8, ID 294 - An Automatic 12-Lead ECG Interpreter Based on Neural Network Trained on Combination of Signal, Physiological and Encoded Features
Dishant Beniwal, Divyansh Srivastava, Pooja Aggarwal, Ashish Sahani
IIT Ropar
15:45 - 17:45    Session P7_8, ID 297 - A Topology Informed Random Forest Classifier for ECG Classification
Paul Samuel Ignacio, Jay-Anne Bulauan, John Rick Manzanares
University of the Philippines Baguio
File
15:45 - 17:45    Session P7_8, ID 300 - LSTM Based Classification with ECG and Frequency
Jannik Hamp and Andreas Dominik
THM University of Applied Sciences
File
15:45 - 17:45    Session P7_8, ID 305 - A Deep Learning Solution for Automatized Interpretation of 12-Lead ECGs
Alvaro Huerta Herraiz1, Arturo Martinez-Rodrigo2, José J Rieta3, Raul Alcaraz2
1Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha, Spain., 2University of Castilla-La Mancha, 3BioMIT.org, Universitat Politecnica Valencia
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15:45 - 17:45    Session P7_8, ID 314 - Back to the roots: Using the old inverse Dower transformation as a dimensionality reduction tool for a 12-lead ECG arrhythmia classifier
Fabian Rabe1 and Fabian Stieler2
1University of Augsburg, Germany, 2University of Augsburg
15:45 - 17:45    Session P7_8, ID 326 - Automated Detection of Cardiovascular Anomalies in Electrocardiograms Using Feature Extraction Ensembles
Kevin Styp-Rekowski, Kordian Gontarska, Alexander Acker
Technical University of Berlin
File
15:45 - 17:45    Session P7_8, ID 327 - Classifying multiple cardiac rhythms in 12-lead ECGs using a 1D convolutional neural network
Marinka Oudkerk Pool, Bob de Vos, Fleur Tjong, Michiel Winter, Ivana Isgum
Amsterdam UMC, location AMC
15:45 - 17:45    Session P7_8, ID 328 - Bag of Tricks for Electrocardiogram Classification with Deep Neural Networks
Seonwoo Min
Seoul National University
15:45 - 17:45    Session P7_8, ID 331 - Combination of Ensemble Learning Based Models to Classify 12-Lead ECGs
Mohammed Baydoun1, Lise Safatly2, Hassan Ghaziri1, Ali Hajj2
1BRIC, 2American University of Beirut
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15:45 - 17:45    Session P7_8, ID 336 - Automatic classification of healthy and disease conditions from digital standard 12-lead ECGs
Vadim Gliner1, Noam Keidar2, Yael Yaniv3, Assaf Schuster4
1Technion, 2Technion- Israel Institute of Technology, 3Assistant Professor, 4Technion - Israel Institute of Technology
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15:45 - 17:45    Session P7_8, ID 339 - Detection of Cardiac Arrhythmias from Varied Length Multichannel Electrocardiogram Recordings Using Deep Convolutional Neural Networks
Marwen Sallem1, Adnen Saadaoui2, Amina Ghrissi3, Vicente Zarzoso4
1PacketAI, 2Vneuron, 3Université Côte d’Azur, CNRS, I3S Laboratory, 4Université Côte d'Azur
15:45 - 17:45    Session P7_8, ID 340 - Prediction of Apnoea and Non-apnoea Arousals from the Polysomnogram using a Neural Network Classifier
Philip de Chazal, John Du, Nadi Sadr
University of Sydney
15:45 - 17:45    Session P7_8, ID 343 - Spatio-Temporal Feature Engineering for the Classification of 12-lead ECG Recordings
Bahareh Abdi1, Hanie Moghaddasi Kelishomi2, Richard Hendriks3, Borbala Hunyadi3, Carolina Varon4
1Circuits and Systems Group, Delft University of Technology, 2Delft University of Technology, Circuits and Systems (CAS) group, 3Delft University of Technology, 4TU Delft, Circuits and Systems (CAS)
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15:45 - 17:45    Session P7_8, ID 353 - Rhythm classification of 12-lead ECGs using deep neural network and class-activation maps for improved explainability
Sebastian Goodfellow1, Dmitrii Shubin2, Danny Eytan2, Andrew Goodwin2, Anusha Jega2, Azadeh Assadi2, Mjaye Mazwi2, Robert Greer2, Sujay Nagaraj2, Christian Esposito2, Peter Laussen2, William Dixon2
1The Hospital For Sick Children, 2Hospital for Sick Children
15:45 - 17:45    Session P7_8, ID 356 - ECG Segmentation using a Neural Network as theBasis for Detection of Cardiac Pathologies
Philipp Sodmann and Marcus Vollmer
Universität Greifswald
15:45 - 17:45    Session P7_8, ID 406 - Classification of 12-lead ECG with an Ensemble Machine Learning Approach
Matteo Bodini1, Massimo W Rivolta2, Roberto Sassi3
1Università degli Studi di Milano, 2Dipartimento di Informatica, Università degli Studi di Milano, 3Università degli Studi di Milano, Dipartimento di Informatica
15:45 - 17:45    Session P7_8, ID 412 - Arrhythmia classification over 12-leads ECG using 1D Convolutional Neural Networks
Muhammad Uzair Zahid and Mustafa Serkan Kiranyaz
Dept. of Electrical Engineering College of Engineering, Qatar University
15:45 - 17:45    Session P7_8, ID 413 - Regularization and Augmentation in 12-Lead Electrocardiograms Classification Using Artificial Neural Networks
Konstantin Egorov
Sberbank AI Lab
15:45 - 17:45    Session P7_8, ID 417 - Ensembling Features and Convolutional Recurrent Neural Networks for 12-lead ECG Classification
Charilaos Zisou, Andreas Sochopoulos, Konstantinos Kitsios
Aristotle University of Thessaloniki
File
15:45 - 17:45    Session P7_8, ID 421 - Fast Heart-Condition Classification with Lightweight Neural Network
Péter Hajas1, Görög Márton2, Balint Varga3, Csongor Szabo3, Domonkos Kovacs-Kopp3
1AImotive Kft, 2AI researcher, 3AImotive
15:45 - 17:45    Session P7_8, ID 424 - Automatic Concurrent Arrhythmia Classification using Deep Residual Neural Networks
Deepankar Nankani, Pallabi Saikia, Rashmi Dutta Baruah
Computer Science and Engineering Department, Indian Institute of Technology Guwahati
File
15:45 - 17:45    Session P7_8, ID 431 - Classification of Cardiac Arrhythmias Using Fourier Series and Support Vector Machines
Daniel Gazzoli Nunes
Instituto Federal do Espírito Santo - Campus Vitória
15:45 - 17:45    Session P7_8, ID 435 - ECG Morphological Decomposition for Automatic Rhythm Identification
Guadalupe García Isla, Rita Laureanti, Valentina Corino, Luca Mainardi
Politecnico di Milano
15:45 - 17:45    Session P7_8, ID 437 - Benchmarking neural networks for detection of arrhythmias with 12-lead ECGs
Hugh Chen, Gabe Erion, Ethan Weinberger, Su-In Lee
University of Washington
15:45 - 17:45    Session P7_8, ID 445 - Cardiac Arrhythmia Detection through A Novel Hybrid Deep Neural Networks based on 1D CNNs and LSTMs
Hosein Hasani, Adeleh Bitarafan, Mahdieh Soleymani
Sharif University of Technology
15:45 - 17:45    Session P7_8, ID 453 - RNN and Tree-based Methods for Classification of 12-lead ECG Abnormalities
John Du and Philip De Chazal
University of Sydney
15:45 - 17:45    Session P7_8, ID 455 - Fractals and Surrogate Data Analysis for ECG Classification
Manouane Caza-Szoka, François Nougarou, Daniel Massicotte
Université du Québec à Trois-Rivières
15:45 - 17:45    Session P7_8, ID 456 - Time-Frequency Representation-Based Transfer Learning Model for Cardiac Arrhythmias Diagnosis
Jonathan Roberto Torres Castillo1, Karen Patricia Gaitan de los Rios2, Miguel Ángel Padilla Castañeda2
1Universidad Nacional Autónoma de México, 2Universidad Nacional Autónoma de México, (ICAT – UNAM)
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15:45 - 17:45    Session P7_8, ID 462 - Arrhythmia classification of 12-lead Electrocardiograms by Hybrid Scattering-LSTM networks
Philip Warrick1, Masun Nabhan Homsi2, Vincent Lostanlen3, Michael Eikenberg4, Joakim Andén5
1Perigen, 2Simon Bolivar University, 3New York University, 4Flatiron Institute, 5KTH Royal Institute of Technology
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15:45 - 17:45    Session P7_8, ID 474 - Multi-channel Electrocardiogram Classification by semantic segmantation methods
Lingfeng LIU, Nan Jiang, Qin Xia
East China Jiaotong University
15:45 - 17:45    Session P7_8, ID 475 - Deep Multi-task Learning with Unsupervised Representation Learning for Improved Generalization Across Datasets in 12-Lead ECG Classification
Kuk Jin Jang, Renukanandan Tumu, Nicole Chiou
University of Pennsylvania
15:45 - 17:45    Session P7_8, ID 492 - WILD CARD 1
Cristiana Corsi
University of Bologna
15:45 - 17:45    Session P7_8, ID 493 - WILD CARD 2
Cristiana Corsi
University of Bologna
Wednesday, September 16, 2020
8:30 - 10:00    Session S81 - Special Session 3: Digital Twins
8:30 - 9:00    Session S81, ID 479 - The ‘Digital Twin’ to enable the vision of precision cardiology
Blanca Rodriguez
University of Oxford
9:00 - 9:15    Session S81, ID 484 - Personalization of Electromechanical Models for Improved Therapy Guidance
Steven Niederer
King's College London
9:15 - 9:30    Session S81, ID 480 - Digital Twins from an Industry Perspective: Bridging from Academia to Application
Matthijs Cluitmans
Maastricht University
9:30 - 9:45    Session S81, ID 482 - Use of Digital Twins in the daily clinical cardiology practice: revolution or utopia?
David Filgueiras-Rama
Spanish National Center for Cardiovascular Research (CNIC)
9:45 - 10:00    Session S81, ID 487 - Final Discussion
Cristiana Corsi
University of Bologna
8:30 - 10:00    Session S82 - Machine Learning, AI and Computation
8:30 - 8:45    Session S82, ID 275 - Using UncertainSCI to Quantify Uncertainty in Cardiac Simulations
Lindsay Rupp1, Zexin Liu1, Jake Bergquist1, Sumientra Rampersad2, Dan White1, Jess Tate1, Dana Brooks2, Akil Narayan1, Rob MacLeod1
1University of Utah, 2Northeastern University
8:45 - 9:00    Session S82, ID 14 - Quantification of the impact of Atrial Shape Uncertainty on Fibrosis Burden and Atrial Tachycardia
Cesare Corrado1, Caroline Roney1, Orod Razeghi1, Sam Coveney2, Iain Sim1, Steven Williams1, Mark O'Neill1, Richard Wilkinson2, Jeremy Oakley2, Richard Clayton2, steven niederer1
1King's College London, 2University of Sheffield
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9:00 - 9:15    Session S82, ID 416 - Development, Implementation and Testing of a Multicellular Dynamic Action Potential Clamp Simulator for Drug Cardiac Safety Assessment
Maria Camporesi1, Chiara Bartolucci1, Chon Lok Lei2, Gary R. Mirams3, Teun P. de Boer4, Stefano Severi1
1University of Bologna, 2University of Oxford, 3University of Nottingham, 4University Medical Center Utrecht
9:15 - 9:30    Session S82, ID 186 - Automated Extraction of Time References from Clinical Notes in a Heart Failure Telehealth Network
Fabian Wiesmueller1, Alphons Eggerth1, Karl Kreiner1, Dieter Hayn1, Bernhard Pfeifer1, Gerhard Pölzl2, Tim Egelseer-Bründl3, Günter Schreier1
1AIT Austrian Institute of Technology GmbH, Graz, Austria, 2Department of Internal Medicine III, Cardiology and Angiology, Medical University Innsbruck, Innsbruck, Austria, 3Landesinstitut für Integrierte Versorgung – LIV Tirol, Innsbruck, Austria
9:30 - 9:45    Session S82, ID 337 - Improving the detection of acute coronary syndrome using machine learning of blood biomarkers
Khaled Rjoob1, Victoria McGilligan2, Raymond Bond1, Steven Watterson3, Melody Chemaly2, Roisin McAlister2, Tiago De Melo Malaquias2, Stephen Leslie4, Charles Knoery5, Aleeha Iftikhar6, Anne McShane7, Anthony Bjourson2, Aaron Peace8
1Ulster University, 2Centre for Personalised Medicine/Northern Ireland Centre for Stratified Medicine, Ulster University, 3Centre for Personalised Medicine/Northern Ireland Centre for Stratified Medicine, Ulster University, Northern Ireland, 4Department of Diabetes & Cardiovascular Science, University of the Highlands and Islands, Centre for Health Science, Inverness, 5Department of Diabetes and Cardiovascular Science, University of the Highlands and Islands, 6Faculty of Computing, Engineering & Built Environment, Ulster University, 7eEmergency Department, Letterkenny University Hospital, 8Western Health and Social Care Trust, C-TRIC, Ulster University
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9:45 - 10:00    Session S82, ID 58 - A Deep Learning Framework for Fast and Accurate Cardiac Motion Estimation
Orod Razeghi1, Daria Galkina1, Baldeep Sidhu2, Christopher Rinaldi2, steven niederer1
1King's College London, 2Guy's and St Thomas' NHS Foundation Trust
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8:30 - 10:00    Session S83 - Cardiorespiratory Applications
8:30 - 8:45    Session S83, ID 93 - Robust Estimator of the Cardiorespiratory Coupling
John Morales1, Pascal Borzee2, Dries Testelmans2, Bertien Buyse2, Sabine van Huffel1, Raquel Bailón3, Carolina Varon4
1KU Leuven, 2UZ Leuven, 3I3A, IIS, Universidad de Zaragoza, CIBER-BBN, 4ESAT-STADIUS, KU Leuven, & imec
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8:45 - 9:00    Session S83, ID 105 - Specializing CNN Models for Sleep Staging based on Heart Rate
Miriam Goldammer1, Sebastian Zaunseder2, Hagen Malberg1, Felix Gräßer3
1TU Dresden, 2FH Dortmund, 3Technische Universität Dresden
9:00 - 9:15    Session S83, ID 290 - Multimodal vs Unimodal Estimation of Sympathetic-Driven Arousal States
Sandya Subramanian1, Emery Brown1, Riccardo Barbieri2
1Massachusetts Institute of Technology, 2Politecnico di Milano
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9:15 - 9:30    Session S83, ID 316 - Cardiac comorbidities in COPD patients explained through HRV analysis and respiratory indices of disease severity
DANIEL ROMERO1, Dolores Blanco-Almazán2, Willemijn Groenendaal3, Lien Lijnen4, Francky Catthoor3, Raimon Jané5
1Institute for Bioengineering of Catalonia (IBEC), 2Institute for Bioengineering of Catalonia, 3Imec, 4Ziekenhuis Oost-Limburg Hospital, 5IBEC
9:30 - 9:45    Session S83, ID 323 - Relationship between heart rate recovery and disease severity in COPD patients
Dolores Blanco-Almazán1, DANIEL ROMERO2, Willemijn Groenendaal3, Lien Lijnen4, Francky Catthoor3, Raimon Jané5
1Institute for Bioengineering of Catalonia, 2Institute for Bioengineering of Catalonia (IBEC), 3Imec, 4Ziekenhuis Oost-Limburg Hospital, 5IBEC
9:45 - 10:00    Session S83, ID 410 - Phase Rectified Signal Averaging Technique Improves Characterization of Sleep State in Healthy Fetuses
Nicolò Pini1, Massimo W Rivolta2, Margaret Shair3, Amy J Elliott4, William P Fifer1, Maristella Lucchini1
1Columbia University Irving Medical Center, 2Dipartimento di Informatica, Università degli Studi di Milano, 3New York State Psychiatric Institute, 4Avera Health
8:30 - 10:00    Session S84 - AFib therapy
8:30 - 9:00    Session S84, ID 490 - Device-detected AF
Cristiana Corsi
University of Bologna
9:00 - 9:15    Session S84, ID 219 - Modelling Left Atrial Flow and Blood Coagulation for Risk of Thrombus Formation in Atrial Fibrillation
Ahmed Qureshi, Omar Darwish, Henry Chubb, Steven Williams, David Nordsletten, Oleg Aslanidi, Adelaide de Vecchi
King's College London
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9:15 - 9:30    Session S84, ID 252 - Study on the Stability of CFAEs to Characterize the Atrial Substrate in Atrial Fibrillation
Emanuela Finotti1, Edward J Ciaccio2, Hasan Garan3, Fernando Hornero4, Raul Alcaraz5, José J Rieta1
1BioMIT.org, Universitat Politecnica Valencia, 2Department of Medicine -- Division of Cardiology, Columbia University, 3Department of Medicine - Division of Cardiology, Columbia University Medical Center, 4Cardiovascular Surgery Department, Hospital Clínico Universitario, 5University of Castilla-La Mancha
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9:30 - 9:45    Session S84, ID 320 - Effect of Atrial Fibrillation Load and Medication on the Beat-to-Beat P-wave Morphology Variability during Sinus Rhythm
Dimitris Filos1, Dimitris Tachmatzidis2, Vassilios Vassilikos2, Ioanna Chouvarda1
1Lab of Computing, Medical Informatics and Biomedical Imaging Technologies, School of Medicine, Aristotle University of Thessaloniki, 23rd Cardiology Department, Aristotle University of Thessaloniki
9:45 - 10:00    Session S84, ID 380 - Pulmonary vein isolation increases efficacy of antiarrhythmic drugs in a 3D computer model for atrial fibrillation.
Ali Gharaviri1, Simone Pezzuto2, Mark Potse3, Rolf Krause2, ulrich schotten4, Angelo Auricchio2
1Center for Computational Medicine in Cardiology, 21Center for Computational Medicine in Cardiology, 3Université de Bordeaux, 4Maastricht University
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10:00 - 10:30    Coffee break
10:30 - 12:00    Session S91 - Whole Heart Modelling - Electrophysiology
10:30 - 10:45    Session S91, ID 429 - Accelerating stabilization of whole-heart models after changes in ion concentrations
Syed Hassaan Ahmed Bukhari1, Carlos Sánchez2, Esther Pueyo1, Mark Potse3
1University of Zaragoza, 2Centro Universitario de la Defensa de Zaragoza, 3Université de Bordeaux
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10:45 - 11:00    Session S91, ID 438 - Changes in QRS and T-wave Loops Subsequent to an Increase in Left Ventricle Globularity as in Intrauterine Growth Restriction: a Simulation Study
Freddy L Bueno-Palomeque1, Konstantinos Mountris2, Ana Minchole3, Nuria Ortigosa4, Esther Pueyo5, Pablo Laguna6
1Universidad de Zaragoza, 2Aragon Institute of Engineering Research, University of Zaragoza, IIS Aragon, 3University of Oxford, 4Universitat Politècnica de València, 5University of Zaragoza, 6Zaragoza University
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11:00 - 11:15    Session S91, ID 126 - Feasibility of Whole-Heart Electrophysiological Models with Near-Cellular Resolution
Mark Potse1, Emmanuelle Saillard2, Denis Barthou2, Yves Coudière3
1Inria Bordeaux Sud-Ouest, 2Inria Bordeaux - Sud-Ouest, 3Université de Bordeaux
11:15 - 11:30    Session S91, ID 399 - Effect of Myocardial Fiber Direction on Epicardial Activation Patterns
Lindsay Rupp1, Wilson Good2, Jake Bergquist1, Brian Zenger1, Karli Gillette3, Gernot Plank3, Rob MacLeod1
1University of Utah, 2The SCI Institute, 3Institute of Biophysics - Medical University of Graz
11:30 - 11:45    Session S91, ID 436 - An In-silico Study Into The Impact of Electrophysiological Variability at the Cellular Level on the Reentry Patterns in Atrial Fibrillation
Jordan Elliott1, Olaf Doessel2, Axel Loewe3, Luca Mainardi1, Valentina Corino1, Jose F Rodriguez Matas1
1Politecnico di Milano, 2Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 3Karlsruhe Institute of Technology (KIT)
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11:45 - 12:00    Session S91, ID 184 - Simulating Cardiac Cryoablation considering the Osmotic Virial Equation for Freezing and Thawing
Michael Handler1, Gerald Fischer1, Peter Johnston2, Daniel Baumgarten1
1Institute of Electrical and Biomedical Engineering, UMIT - Private University for Health Sciences, Medical Informatics and Technology, 2Griffith University
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10:30 - 12:00    Session S92 - Monitoring and Novel Signal Acquisition Techniques
10:30 - 10:45    Session S92, ID 245 - Machine Learning Approach to Assess the Performance of Patch Based Leads in the Detection of Ischaemic Electrocardiogram Changes
Michael Jennings1, Pardis Biglarbeigi2, Raymond Bond1, Rob Brisk1, Daniel Guldenring3, Alan Kennedy4, James McLaughlin1, Dewar Finlay1
1Ulster University, 2NIBEC, Ulster University, 3HTW Berlin, 4University of Ulster
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10:45 - 11:00    Session S92, ID 51 - In Bed Contactless Cardiorespiratory Signals Monitoring Using Optical Fiber Interferometry
Javier Milagro1, Mario Martínez1, Spyridon Kontaxis2, David Hernando1, Eduardo Gil1, Raquel Bailón3, Iñigo Salinas1, Carlos Heras1, Pablo Laguna4
1University of Zaragoza, 2Biomedical Research Networking Centre on Bioengineering, Biomaterials and Nanomedicine, 3I3A, IIS, Universidad de Zaragoza, CIBER-BBN, 4Zaragoza University
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11:00 - 11:15    Session S92, ID 49 - Unobtrusive Monitoring of ECG and EEG During Mild Stress Stimuli
Veronica Chiara Zuccalà1, Riccardo Favilla2, Giuseppe Coppini2
1University of Bologna, 2Institute of Clinical Physiology of the National Research Council
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11:15 - 11:30    Session S92, ID 165 - More Reliable Remote Heart Rate Measurement by Signal Quality Indexes
Hannes Ernst, Hagen Malberg, Martin Schmidt
TU Dresden
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11:30 - 11:45    Session S92, ID 470 - Wireless arm wearable sensor band for long-term heart rhythms surveillance using dual Arm-ECG bipolar leads
Omar Escalona1, Angel Villegas2, David McEneaney3
1Ulster University, 2Image Processing Centre, Universidad de Carabobo, 3Cardiovascular Research Unit, Craigavon Area Hospital, SHSCT
11:45 - 12:00    Session S92, ID 64 - Comparative study of different breathing rate estimation methods from PPG signals, on CAPNOBASE database
Remo LAZAZZERA1 and Guy CARRAULT2
1LTSI, 2LTSI - University of Rennes 1
10:30 - 12:00    Session S93 - Autonomic Nervous System in Cardiovascular Regulation
10:30 - 10:45    Session S93, ID 9 - Complexity of Spontaneous QT Variability Unrelated to RR Variations and Respiration During Graded Orthostatic Challenge
Alberto Porta1, Beatrice Cairo1, Beatrice De Maria2, Vlasta Bari3
1Department of Biomedical Sciences for Health, University of Milan, 2IRCCS Istituti Clinici Scientifici Maugeri, 3Department of Cardiothoracic, Vascular Anesthesia and Intensive Care, IRCCS Policlinico San Donato
10:45 - 11:00    Session S93, ID 25 - Central Frequency of Low Frequency Component of RR Estimates Sympathetic Activity during Dynamic Exercise, Standing and Controlled Breathing Maneuvers
Salvador Carrasco-Sosa and Alejandra Guillén-Mandujano
Universidad Autónoma Metropolitana-I
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11:00 - 11:15    Session S93, ID 182 - Respiratory Modulation in Permanent Atrial Fibrillation
Mostafa Abdollahpur1, Fredrik Holmqvist2, Pyotr Platonov2, Frida Sandberg2
1Ph.D. Student at Lund University, 2Lund University
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11:15 - 11:30    Session S93, ID 415 - Parasympathetic Characterization Guided by Respiration from Wrist Peripheral Venous Pressure Waveform
Diego Cajal1, David Hernando2, Jesus Lazaro2, Eduardo Gil2, Annie Alvis3, Monica Polcz3, Kyle Hocking3, Colleen Brophy3, Raquel Bailón4
1Universidad de Zaragoza, 2University of Zaragoza, 3VoluMetrix, 4I3A, IIS, Universidad de Zaragoza, CIBER-BBN
11:30 - 11:45    Session S93, ID 206 - Recursive model identification for the analysis of cardiovascular autonomic modulation during epileptic seizures
Quentin Gillardin1, Virginie Le Rolle2, Anca Nica3, Arnaud Biraben3, Benoît Martin4, Alfredo Hernandez5
1LTSI, 2LTSI - INSERM U1099 - Université de Rennes 1, 3CHU Rennes, 4LTSI U1099, 5INSERM - LTSI U 1099
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11:45 - 12:00    Session S93, ID 220 - Patients-Specific Analysis of Myocardial Strains in Left Bundle Branch Block Based on Computational Models
Kimi Owashi1, Elena Galli1, Arnaud Hubert2, Erwan Donal2, Alfredo Hernandez3, Virginie Le Rolle4
1Univ Rennes, CHU Rennes, Inserm, LTSI – UMR 1099, F-35000 Rennes, France, 2CHU Rennes, 3INSERM - LTSI U 1099, 4LTSI - INSERM U1099 - Université de Rennes 1
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10:30 - 12:00    Session S94 - AFib Signal processing
10:30 - 10:45    Session S94, ID 239 - Investigating Respiratory Rate Estimation During Paroxysmal Atrial Fibrillation Using an Improved ECG Simulation Model
Spyridon Kontaxis1, Alba Martin2, Andrius Petrenas3, Vaidotas Marozas4, Raquel Bailón5, Pablo Laguna6, Leif Sornmo7
1Biomedical Research Networking Centre on Bioengineering, Biomaterials and Nanomedicine, 2Biomedical Signal Interpretation and Computational Simulation Group (BSICoS), Universidad de Zaragoza, 3Department of Electronics Engineering, Biomedical Engineering Institute, Kaunas University of Technology, 4Kaunas University of Technology, 5I3A, IIS, Universidad de Zaragoza, CIBER-BBN, 6Zaragoza University, 7Lund University
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10:45 - 11:00    Session S94, ID 366 - Predicting Atrial Fibrillation Recurrence After Catheter Ablation Through Time Variability of P-wave Features
Antonio Ruiz Moreno1, Miguel Ángel Arias2, Alberto Puchol2, Marta Inmaculada Pachón2, José J Rieta3, Raul Alcaraz4
1Grupo de Investigación en Ingeniería Electrónica, Biomédica y de Telecomunicación, Universidad de Castilla-La Mancha, 2Cardiac Arrhythmia Department, Hospital Virgen de la Salud, 3BioMIT.org, Universitat Politecnica Valencia, 4University of Castilla-La Mancha
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11:00 - 11:15    Session S94, ID 369 - Refined Multiscale Entropy Predicts Early Failure in Electrical Cardioversion of Atrial Fibrillation
Eva Cirugeda1, Sofía Calero2, Víctor M Hidalgo2, José Enero2, José J Rieta3, Raul Alcaraz4
1Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha, Spain, 2Cardiac Arrhythmia Department, University Hospital of Albacete, 3BioMIT.org, Universitat Politecnica Valencia, 4University of Castilla-La Mancha
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11:15 - 11:30    Session S94, ID 371 - Use of Normalized Correlation Function to Discriminate Outcome of Persistent Patients Undergoing Electrical Cardioversion
olivier Meste1, Stef Zeemering2, Joel Karel2, Theo Lankveld2, Ulrich Schotten2, Harry Crijns2, Ralf Peeters2, Pietro Bonizzi3
1Université Côte d'Azur, CNRS, I3S, 2Maastricht University, 3Department of Data Science and Knowledge Engineering, Maastricht University
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11:30 - 11:45    Session S94, ID 379 - Tensor-Based Noninvasive Atrial Fibrillation Complexity Index For Catheter Ablation
Lucas de Souza Abdalah1, Pedro Marinho Ramos de Oliveira2, Vicente Zarzoso2, Walter Freitas Jr.3
1Univesidade Federal do Ceará, 2Université Côte d'Azur, 3Universidade Federal do Ceará
11:45 - 12:00    Session S94, ID 396 - Catheter Ablation Outcome Prediction with Advanced Time-Frequency Features of the Fibrillatory Waves from Patients in Persistent Atrial Fibrillation
Pilar Escribano1, Juan Ródenas1, Miguel A Arias2, Philip Langley3, José J Rieta4, Raul Alcaraz5
1Universidad de Castilla-La Mancha, 2Cardiac Arrhythmia Department, Hospital Virgen de la Salud, Toledo, 3School of Engineering and Computer Science, University of Hull, Hull, UK, 4BioMIT.org, Universitat Politecnica Valencia, 5University of Castilla-La Mancha
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12:00    Lunch
12:00 - 14:00    Session PA_1 - Cardiovascular Imaging
12:00 - 14:00    Session PA_1, ID 258 - Automatic measurement of myocardial reperfusion following percutaneous coronary intervention (PCI)
Pardis Biglarbeigi1, Dewar Finlay1, Raymond Bond1, Mohammad Alkhalil2, Donal McLaughlin3, Niamh McCallan1, Min Jing1, James McLaughlin1
1Ulster University, 2Belfast Health and Social Care Trust, 3UCL
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12:00 - 14:00    Session PA_1, ID 260 - AI-Enhanced Risk Stratification for Implanted Defibrillators in Ischemic Cardiomyopathy Patients
Hassan Zaidi1, Richard Jones2, Brian Halliday2, Gabriel Balaban1, Sanjay Prasad2, Pablo Lamata1, Martin Bishop1
1King's College London, 2Royal Brompton Hospital Trust
12:00 - 14:00    Session PA_1, ID 263 - Comparison and Identification of Ischemic Cardiomyopathy and Non Ischemic Dilated Cardiomyopathy
Hassan Zaidi1, Richard Jones2, Brian Halliday2, Gabriel Balaban1, Sanjay Prasad2, Pablo Lamata1, Martin Bishop1
1King's College London, 2Royal Brompton Hospital Trust
12:00 - 14:00    Session PA_1, ID 288 - Fully Automatic Segmentation of Left Atrium Based on UNet-BiLSTM
Ze Zhang1, Qince Li1, Yashu Liu1, Kuanquan Wang1, Henggui Zhang2
1Harbin Institute of Technology, 2University of Manchester
12:00 - 14:00    Session PA_2 - Cardiovascular Mechanics
12:00 - 14:00    Session PA_2, ID 56 - Reduced Myofilament Contraction in Human Heart Failure. Insights from Electromechanical Simulations
Maria T Mora, Sofia Gutierrez, Juan F Gomez, Beatriz Trenor
Universitat Politècnica de València
12:00 - 14:00    Session PA_2, ID 118 - Supporting Real World Decision Making in Coronary Diseases Using Machine Learning
Peter Kokol1, Jan Jurman2, Tajda Bogovič2, Tadej Završnik3, Jernej Završnik4, Helena Blažun4
1University of Maribor, FERI, 2University of Maribor Faculty of Electrical Engineering and Computer Science, 3University Clinical Medical Centre Maribor Maribor, 4Community Healthcare Centre Dr. Adolf Drolc Maribor
12:00 - 14:00    Session PA_2, ID 216 - Reconstructing Cardiac Wave Dynamics from Myocardial Motion Data
Christopher Beam, Cristian Linte, Niels Otani
Rochester Institute of Technology
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12:00 - 14:00    Session PA_2, ID 218 - Feature Extraction and Classification of Heart Sounds Signals Based on Time-Dependent Entropy and Spectral Entropy Estimation
Rosario Ríos-Prado, Blanca Tovar-Corona, Alvaro Anzueto-Ríos
Instituto Politécnico Nacional
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12:00 - 14:00    Session PA_2, ID 376 - Non-invasive Predicted Electrical and Measured Mechanical Indices Predict Response to Cardiac Resynchronization Therapy
Angela Lee1, Orod Razeghi1, Jose Alonso Solis Lemus1, Marina Strocchi1, Baldeep Sidhu1, Justin Gould1, Jonathan Behar1, Mark Elliott1, Vishal Mehta1, Gernot Plank2, Christopher Rinaldi1, steven niederer1
1King's College London, 2Medical University of Graz
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12:00 - 14:00    Session PA_2, ID 426 - Changes in the Shape of the Photoplethysmographic Signal in Response to the Active Orthostatic Test
Mateusz Pałasz1, Marek Żyliński2, Gerard Cybulski1
1Department of Mechatronics, WUT, 2Warsaw University of Technology
12:00 - 14:00    Session PA_3a - Arrhythmia mechanisms
12:00 - 14:00    Session PA_3a, ID 358 - A Numerical Study of the Electrophysiological Substrate Triggering Ventricular Tachycardia
Stefano Pagani1, Antonio Frontera2, Luca Dede'1, Andrea Manzoni1, Luca Limite2, Paolo Della Bella2, Alfio Quarteroni1
1Politecnico di Milano, 2IRCCS San Raffaele Hospital
12:00 - 14:00    Session PA_3a, ID 142 - Simulation of ectopic activity onset in border zones between normal and damaged myocardium with minimal ionic models
Maxim Ryzhii1 and Elena Ryzhii2
1University of Aizu, 2Fukushima Medical University
12:00 - 14:00    Session PA_3a, ID 114 - A Computational Investigation into Rate-Dependant Vectorcardiogram Changes due to Specific Fibrosis Patterns in Non-Ischæmic Dilated Cardiomyopathy
Philip Gemmell1, Karli Gillette2, Gabriel Balaban3, Ronak Rajani1, Edward Vigmond4, Gernot Plank2, Martin Bishop1
1King's College London, 2Medical University of Graz, 3University of Oslo, 4University of Bordeaux
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12:00 - 14:00    Session PA_3a, ID 441 - Analysis of a case of Brugada Syndrome through Numerical Simulation of Ventricular Action Potential
Giulia Guidi1, Chiara Bartolucci1, Anthony Frosio2, Procolo Marchese3, Annalisa Bucchi2, Mirko Baruscotti2, Stefano Severi1
1University of Bologna, 2University of Milano, 3Mazzoni Hospital
12:00 - 14:00    Session PA_3a, ID 432 - Proarrhythmia in KCNJ2 E299V-linked Short QT Syndrome: A Simulation Study
Cunjin Luo1, Tong Liu2, Ying He3, Kuanquan Wang4, Henggui Zhang5
1University of Essex, 2Tianjin Medical University, 3De montfort University, 4Harbin Institute of Technology, 5The University of Machester
12:00 - 14:00    Session PA_3b - AFib Surface ECG
12:00 - 14:00    Session PA_3b, ID 6 - Pulmonary Vein Isolation Induces Changes in Vectorcardiogram P-wave Loops
Nuria Ortigosa1, Óscar Cano2, Frida Sandberg3
1Universitat Politècnica de València, 2Hospital Universitari i Politècnic La Fe, 3Lund University
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12:00 - 14:00    Session PA_3b, ID 76 - Shapelet Discovery for Atrial Fibrillation Detection
Saman Parvaneh and Yale Chang
Philips Research North America
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12:00 - 14:00    Session PA_3b, ID 106 - An End-to-end Deep Learning Scheme for Atrial Fibrillation Detection
Yingjie Jia, Haoyu Jiang, Ping Yang, Xianliang He
Mindray
12:00 - 14:00    Session PA_3b, ID 170 - Automatic Detection of Atrial Fibrillation Using Electrocardiomatrix and Convolutional Neural Network
Ricardo Salinas-Martínez1, Johannes de Bie1, Nicoletta Marzocchi1, Frida Sandberg2
1Hillrom, 2Department of Biomedical Engineering, Lund University
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12:00 - 14:00    Session PA_3b, ID 205 - Beat-to-beat P-wave Variability Increases from Paroxysmal to Persistent Atrial Fibrillation
Rita Laureanti1, Stef Zeemering2, Matthias Zink3, Valentina Corino1, Angelo Auricchio4, Luca Mainardi1, Ulrich Schotten2
1Politecnico di Milano, 2Cardiovascular Research Institute Maastricht (CARIM), 3RWTH University Hospital Aachen, 4Cardiocentro Ticino
12:00 - 14:00    Session PA_3b, ID 232 - Model-Based Characterization of Atrial Fibrillation Episodes and its Clinical Association
Alba Martin1, Mikael Henriksson2, Monika Butkuvienė3, Vaidotas Marozas4, Andrius Petrėnas4, Aleksei Savelev5, Pyotr Platonov2, Leif Sornmo2
1Biomedical Signal Interpretation and Computational Simulation Group (BSICoS), Universidad de Zaragoza, 2Lund University, 3Biomedical Engineering Institute, Kaunas University of Technology, Kaunas, Lithuania, 4Kaunas University of Technology, 5St.Petersburg State University, St.Petersburg, Russia
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12:00 - 14:00    Session PA_3b, ID 299 - Optimal ECG leads for atrial fibrillation characterization and prediction of ablation outcome
Francesco Acquati1, Anna McCann1, Etienne Pruvot2, Jean-Marc Vesin1, Adrian Luca2
1Swiss Federal Institute of Technology, 2Lausanne University Hospital
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12:00 - 14:00    Session PA_3b, ID 335 - Single-Feature Method for Fast Atrial Fibrillation Detection in ECG Signals
Lucie Marsanova1, Lukas Smital2, Radovan Smisek1, Andrea Nemcova1, Martin Vitek1
1Brno University of Technology, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering, 2Brno University of Technology
12:00 - 14:00    Session PA_3b, ID 373 - Limb Versus Precordial ECG Leads as Improved Predictors of Electrical Cardioversion Outcome in Persistent Atrial Fibrillation
Eva Cirugeda1, Sofía Calero2, Aurelio Quesada3, Victor M Hidalgo2, José J Rieta4, Raul Alcaraz5
1Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha, Spain, 2Cardiac Arrhythmia Department, University Hospital of Albacete, 3Cardiology Department, Hospital General Universitario, 4BioMIT.org, Universitat Politecnica Valencia, 5University of Castilla-La Mancha
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12:00 - 14:00    Session PA_3b, ID 377 - Multidimensional Characterization of the Atrial Activity to Predict Electrical Cardioversion Outcome of Persistent Atrial Fibrillation
Eva Cirugeda1, Sofía Calero2, Eva Plancha3, José Enero2, José J Rieta4, Raul Alcaraz5
1Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha, Spain, 2Cardiac Arrhythmia Department, University Hospital of Albacete, 3FISABIO – Department of Internal Medicine, Hospital Francesc de Borja, 4BioMIT.org, Universitat Politecnica Valencia, 5University of Castilla-La Mancha
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12:00 - 14:00    Session PA_3b, ID 393 - Time Variability of Fibrillatory Waves Energy Predicts Long-Term Outcome of Atrial Fibrillation Concomitant Surgical Ablation
Juan Ródenas1, Pilar Escribano1, Miguel Martínez1, Manuel García1, Fernando Hornero2, José J Rieta3, Raul Alcaraz4
1Universidad de Castilla-La Mancha, 2Cardiovascular Surgery Department, Hospital Clínico Universitario, Valencia, 3BioMIT.org, Universitat Politecnica Valencia, 4University of Castilla-La Mancha
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12:00 - 14:00    Session PA_3b, ID 442 - Slow conduction regions as a valuable vectorcardiographic parameter for the non-invasive identification of atrial flutter types
Samuel Ruipérez Campillo1, José Millet2, Sergio Castrejón3, Raquel Cervigón4, José Luis Merino3, Francisco Castells1
1Universitat Politècnica de València, 2Universitat Politècnica de València, Valencia, Spain, 3Unidad de Arritmias y Electrofisiología Robotizada, Hospital Universitario La Paz, 4Universidad de Castilla la Mancha
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12:00 - 14:00    Session PA_3b, ID 449 - Fusion of Multiple Univariate Data Analysis based Detectors to Build a Specific Fingerprint of Atrial Fibrillation
Zouhair Haddi, Bouchra Ananou, Youssef Trardi, Mustapha Ouladsine
Aix-Marseille Université, Laboratoire d’Informatique et Systèmes,
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12:00 - 14:00    Session PA_4a - ECG Waveform Analysis 2
12:00 - 14:00    Session PA_4a, ID 82 - A Comparison of Supervised Learning Algorithms for Ventricular and Supraventricular Arrhythmia Detection
Yun Kwan Kim and Hee Seok Song
Seers Technology
12:00 - 14:00    Session PA_4a, ID 123 - Predicting Left Ventricular Mass Using ECG, Demographic and DXA Features
Jonathan Moeyersons1, Ruben De Bosscher2, Christophe Dausin3, Guido Claessen2, André La Gerche4, Jan Bogaert2, Rik Willems2, Sabine Van Huffel3, Carolina Varon5
1ESAT-STADIUS, KU Leuven, 2University Hospitals of Leuven, 3KU Leuven, 4University of Melbourne, 5Delft University of Technology
12:00 - 14:00    Session PA_4a, ID 137 - Arrhythmia detection based on patient-specific normal ECGs using deep learning
Shota Hori1, Toru Shono1, Keiji Gyohten1, Hidehiro Ohki1, Toshiya Takami1, Noboru Sato2
1Oita University, 2Keiwakai Healthcare Group
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12:00 - 14:00    Session PA_4a, ID 140 - Multi-level Information for Non-invasive Identification of Exit Site of Ventricular Tachycardia
Qiupeng Feng1, Huafeng Liu2, Hongjie Hu3
1Zhejiang Unversity, 2Department of Optical Engineering, Zhejiang University, China, 3Department of Radiology, Sir Run Run Shaw Hospital, China
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12:00 - 14:00    Session PA_4a, ID 151 - Fragmented QRS dynamics towards electrical storm in ICD patients
Amalia Villa Gómez1, Sebastian Ingelaere2, Sabine Van Huffel3, Rik Willems4, Carolina Varon5
1ESAT-STADIUS, KU Leuven, 2KU Leuven, Department of Cardiovascular Sciences, 3KU Leuven, ESAT-Stadius, 4KU Leuven, Departmen of Cardiovascular Sciences, 5TU Delft, Circuits and Systems (CAS)
12:00 - 14:00    Session PA_4a, ID 174 - Automatic Detection of Characteristic Waves in Electrocardiogram
Lucia Billeci1, Lorenzo Bachi2, Maurizio Varanini3
1Institute of Clinical Physiology, National Research Council of Italy (CNR), 2Institute of Clinical Physiology, National Research Council of Italy (IFC-CNR), 3Institute of Clinical Physiology, National Research Council (CNR)
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12:00 - 14:00    Session PA_4a, ID 199 - Potassium Monitoring from Multilead T-wave Morphology Changes during Hemodyalisis: Periodic versus Principal Component Analysis
Flavio Palmieri1, Pedro Gomis2, José Esteban Ruiz3, Dina Ferreira4, Alba Martin5, Esther Pueyo6, Pablo Laguna7, Juan Pablo Martínez8, Julia Ramírez9
1Universitat Politècnica de Catalunya, 2Universitat Politecnica de Catalunya, 3Nephrology Department, Hospital Clínico Universitario Lozano Blesa, 4Laboratorios Rubio, 5Biomedical Signal Interpretation and Computational Simulation Group (BSICoS), Universidad de Zaragoza, 6University of Zaragoza, 7Zaragoza University, 8jpmart@unizar.es, 9Queen Mary University London
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12:00 - 14:00    Session PA_4a, ID 203 - Gender related modification in ECG and VCG in elderly people
giovanni bortolan1, Ivaylo Christov2, Iana Simova3
1IN-CNR, 2Institute of Biophysics and Biomedical Engineering - Bulg. Accad. of Sci, 3Acibadem City Clinic Cardiovascular Center- University Hospital, Sofia
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12:00 - 14:00    Session PA_4a, ID 207 - Accurate and Model-Free QT Correction Method
Esa Rasanen1, Ilya Potapov2, Janne Solanpaa1, Katriina Aalto-Setala1
1Tampere University, 2University of Luxembourg
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12:00 - 14:00    Session PA_4a, ID 227 - Classifying 12-Lead ECG Using Convolutional Recurrent Neural Network
Bjørn-Jostein Singstad1 and Christian Tronstad2
1University of Oslo, 2Oslo University Hospital
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12:00 - 14:00    Session PA_4a, ID 262 - Dry Composite Electrodes with Carbon Nanotubes Additive for Biopotentials Measurements: ECG use case
Dominik Grochala1, Marcin Kajor2, Paweł Smoleń3, Piotr Augustyniak4, Krystian Gruszka5
1Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering, AGH University of Science and Technology, 2AGH, 3Smart Nanotechnologies S.A., 4AGH Univ. of Science and Technology, 5Department of Cardiology, Interventional Electrocardiology and Arterial Hypertension, Jagiellonian University Medical College
12:00 - 14:00    Session PA_4a, ID 311 - Classification of Premature Ventricular Contraction using Deep Learning
Fabiola De Marco1, Dewar Finlay2, Raymond Bond2
1University of Salerno, 2Ulster University
12:00 - 14:00    Session PA_4a, ID 321 - Biometric Authentication of Persons Using the Unique Characteristics of the ECG Signal
Tomas Repcik, Veronika Polakova, Vojtech Waloszek, Michal Nohel, Lukas Smital, Vitek Martin, Radim Kolar
Brno University of Technology, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering
12:00 - 14:00    Session PA_4a, ID 382 - A Quaternion-based Approach to Estimate Respiratory Rate from the Vectorcardiogram
Daniel Romero1, Jesus Lazaro2, Raquel Bailón3
1Institute for Bioengineering of Catalonia (IBEC), 2University of Zaragoza, 3I3A, IIS, Universidad de Zaragoza, CIBER-BBN
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12:00 - 14:00    Session PA_4a, ID 452 - Explaining black-box automatic electrocardiogram classification to cardiologists
Derick Oliveira1, Antonio H. Ribeiro2, Joao Pedrosa2, Gabriela Paixão3, Antonio Luiz Ribeiro2, Wagner Meira Jr.2
1Federal University of Minas Gerais, 2Universidade Federal de Minas Gerais, 3Doctor
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12:00 - 14:00    Session PA_4b - BSPM, Mapping, and ECG
12:00 - 14:00    Session PA_4b, ID 242 - Classification and Location of Atrial Arrhythmic Mechanisms with Body Surface Potential Mapping
Victor Gonçalves Marques1, Miguel Rodrigo2, Maria de la Salud Guillem Sánchez2, João Salinet3
1Federal University of ABC, 2Universitat Politècnica de València, 3Biomedical Engineering, Engineering, Modelling and Applied Social Sciences Centre
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12:00 - 14:00    Session PA_4b, ID 115 - Moving Dipole Determination from 12-Lead ECGs Can Improve Detection of Acute Myocardial Ischemia
Vito Starc
University of Ljubljana Faculty of Medicine
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12:00 - 14:00    Session PA_4b, ID 334 - Disease-specific Electrocardiographic Lead Positioning for Early Detection of Arrhythmogenic Right Ventricular Cardiomyopathy
Janna Ruisch1, Machteld Boonstra2, Rob Roudijk3, Peter Loh2, Peter van Dam4, Cornelis Herman Slump5
1University of Twente at Enschede and University Medical Center Utrecht at Utrecht, 2University Medical Center Utrecht, 3Netherlands Heart Institute, 4UMC Utrecht, 5University of Twente at Enschede
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12:00 - 14:00    Session PA_4b, ID 473 - Conduction Block Extraction from Body Surface Potential Maps of Atrial Fibrillation
Yingjing Feng1, Caroline Roney2, Mélèze Hocini3, steven niederer2, Edward Vigmond1
1LIRYC - University of Bordeaux, 2King's College London, 3Bordeaux University Hospital (CHU), Electrophysiology and Ablation Unit
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12:00 - 14:00    Session PA_4b, ID 160 - An Open-Source Algorithm for Standardized Bullseye Visualization of High-Resolution Cardiac Ventricular Data
Job Stoks1, Uyen Chau Nguyen2, Ralf Peeters1, Paul Volders1, Matthijs Cluitmans1
1Maastricht University, 2Cardiovascular Research Institute Maastricht (CARIM)
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12:00 - 14:00    Session PA_4b, ID 90 - Impact of Body Composition and Lead Placement On ECG-based Clinical Algorithm for Localizing Ventricular Tachycardia Origin
Sofia Monaci, Cristobal Rodero, Marina Strocchi, John Whitaker, Ronak Rajani, Reza Razavi, Mark O'Neill, Andrew King, Martin Bishop
King's College London
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12:00 - 14:00    Session PA_4b, ID 266 - Modeling Arrhythmia Vulnerability due to Perivascular Excitation Tunneling in Ischemia-Reperfusion
Teo Puig Walz, Enaam Chleilat, Peter Kohl, Callum Zgierski-Johnston, Gunnar Seemann
Institute for Experimental Cardiovascular Medicine, University Heart Center Freiburg-Bad Krozingen, University of Freiburg
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12:00 - 14:00    Session PA_5 - Whole Heart Modelling
12:00 - 14:00    Session PA_5, ID 33 - Synthetic ECG produced by 2D reaction-diffusion model to fit real time electrocardiographic signals
Shane Loeffler and Joseph Starobin
UNCG
12:00 - 14:00    Session PA_5, ID 195 - A human-based biventricular strongly coupled electromechanics model for post myocardial infarction
Zhinuo Jenny Wang1, Lei Wang1, Xin Zhou1, Francesca Margara1, Alfonso Santiago2, Francesc Levrero-Florencio3, Mariano Vazquez4, Blanca Rodriguez1
1University of Oxford, 2Barcelona Supercomputing Centre, 3University of Oxford, OnScale Ltd, 4Barcelona Supercomputing Center, ELEM Biotech
12:00 - 14:00    Session PA_5, ID 226 - 3D Model of the Heart Electrical Activity with Heterogeneous Ventricular Action Potentials
Niccolò Biasi and Alessandro Tognetti
University of Pisa
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12:00 - 14:00    Session PA_5, ID 70 - Constructing Realistic Canine Bilayer Biatrial Mesh for Atria Fibrillation Simulations
Mirabeau Saha1, Caroline Roney2, Feng Xiong3, Hubert Cochet4, Stephanie Tan3, Edward Vigmond5, Stanley Nattel3
1Department of Medicine and Research Center, Dr Nattel's Lab, Office S-4500, Montreal Heart Institute and Université de Montréal, 2King's College London, 3Montreal Heart Institute, 4IHU Liryc, Electrophysiology and Heart Modeling Institute, 5LIRYC - University of Bordeaux
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12:00 - 14:00    Session PA_5, ID 450 - Diffuse and Stringy Fibrosis in a Bilayer Interconnected Cable Model of the Left Atrium
Ariane Saliani1 and Vincent Jacquemet2
1Univesity of Montreal, 2Université de Montréal
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12:00 - 14:00    Session PA_5, ID 425 - Breakthrough Wave Detection in a 3D Computer Model of Atrial Endo-Epicardial Dissociation 
Éric IRAKOZE and Vincent Jacquemet
University of Montreal
12:00 - 14:00    Session PA_5, ID 259 - Double Gaussian Propagation Model to Assess Local Pulse Wave Velocity
Evelien Hermeling1, Fabian Beutel2, Chris van Hoof2
1IMEC the Netherlands, 2imec NL
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12:00 - 14:00    Session PA_6 - Health Informatics and Technology
12:00 - 14:00    Session PA_6, ID 34 - Quantification of Posture-Induced Changes in Bed-Based Ballistocardiogram
Hewon Jung, Jacob Kimball, Omer Inan
Georgia Institute of Technology
12:00 - 14:00    Session PA_6, ID 52 - Software Framework to Quantify Pulmonary Vein Isolation Atrium Scar Tissue
Jose Alonso Solis-Lemus1, Orod Razeghi2, Caroline Roney2, Iain Sim2, Rahul Mukherjee2, Steven Williams2, Mark O'Neill2, steven niederer2
1School of Biomedical Engineering and Imaging Sciences, King's College London, 2King's College London
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12:00 - 14:00    Session PA_6, ID 150 - Telehealth Services for Home-Based Rehabilitation of Cardiac Patients
Dieter Hayn1, Mahdi Sareban2, Alphons Eggerth1, Markus Falgenhauer1, Angelika Rzepka1, Heimo Traninger3, Karl Mayr4, Marco Philippi5, Michael Porodko6, Christoph Puelacher7, Stefan Höfer8, Josef Niebauer2
1AIT Austrian Institute of Technology, 2Paracelsus Medical University, 3ZARG Zentrum für ambulante Rehabilitation GmbH, 4CARDIOMED Ambulantes kardiologisches Rehabilitationszentrum GmbH, 5MedReha GmbH, 6Klinikum Wels-Grieskirchen, 7REHAMED-Tirol GmbH, 8Medical University Innsbruck
12:00 - 14:00    Session PA_6, ID 153 - Effects in Accuracy and Computation Cost of Design Parameters of Remote Photopletysmography System
Edwin Arkel Rios, Chih-Chieh Lai, Bo-Rong Yan, Bo-Cheng Lai
National Chiao Tung University
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12:00 - 14:00    Session PA_6, ID 177 - A Noninvasive Cardiac Output Trend Monitor Targeting Telemedicine Applications
Rafael Maestre1, Andrés Lorenzo Bleda1, Ovidio López2, Ricardo Ruiz3, Javier Corral3
1CETEM—Technological Centre of Furniture and Wood of the Region de Murcia, 2CETEM—Technological Centre of Furniture and Wood of the Region de Murcia, http://www.cetem.es/en, 3RGB Medical Devices
12:00 - 14:00    Session PA_6, ID 179 - Multi-Wavelength Photoplethysmography System for the Measurement of Pulse Wave Velocity
Jukka-Pekka Sirkiä, Tuukka Panula, Jasmiina Kantelus, Juho Koskinen, Matti Kaisti
University of Turku
12:00 - 14:00    Session PA_6, ID 208 - Coefficients for the Derivation of Posterior and Right Sided Chest Leads from the 12-lead Electrocardiogram
Michael Jennings1, Ali Rababah1, Pardis Biglarbeigi2, Rob Brisk1, Daniel Guldenring3, Raymond Bond1, James McLaughlin1, Dewar Finlay1
1Ulster University, 2NIBEC, Ulster University, 3HTW Berlin
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12:00 - 14:00    Session PA_6, ID 224 - Emergency Physiological Measurements Broadcast System based on body-worn beacon and Health Device Profile
Eliasz Kantoch1, Michał Grochala2, Marcin Kajor1, Dominik Grochala1
1AGH University of Science and Technology, 2Nordic Semiconductor Poland
12:00 - 14:00    Session PA_6, ID 359 - The Effect of Measurement Uncertainty on the Outcome of Blood Pressure Measurement Validation Protocol Based on the ISO81060-2:2018 Guideline
Janos Palhalmi
DataSenseLabs Ltd.
12:00 - 14:00    Session PA_6, ID 388 - Identification of Most Suitable Regions in Imaging Photoplethysmography by Reference Signal Information
Matthieu Scherpf, Hannes Ernst, Hagen Malberg, Martin Schmidt
TU Dresden, Institute of Biomedical Engineering, Dresden, Germany
12:00 - 14:00    Session PA_6, ID 389 - Machine learning to predict 30 days and 1-year mortality in STEMI and turndown patients
Aleeha Iftikhar1, Raymond Bond1, Victoria McGilligan1, Stephen J Leslie2, Charles Konery3, Khaled Rjoon1, Anne McShane4, Aaron Peace5
1Ulster University, 2University of the Highlands and Islands, Centre for Health Science, 3University of the Highlands and Islands,Centre for Health Science, 4Letterkenny University hospital, 5Western Health and Social Care Trust C-TRIC, Ulster University Northern Ireland
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12:00 - 14:00    Session PA_6, ID 392 - Analysis of Cardiovascular Deconditioning Due to Long-term Bedrest as Observed on Seismocardiogram Morphology
Kouhyar Tavakolian
Associate Professor
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12:00 - 14:00    Session PA_6, ID 422 - Elements Read GUI: a Versatile Tool to Display and Analyse Electrophysiological Experimental Data
Eugenio Ricci1, Filippo Cona2, Stefano Severi1
1University of Bologna, 2Elements srl
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12:00 - 14:00    Session PA_6, ID 439 - AI Based Security Defense Pathway for Medical Diagnosis Systems (CMDS)
Ying He1, Kuanquan Wang2, Henggui Zhang3, Cunjin Luo4
1De Montfort University, 2Harbin Institute of Technology, 3The University of Manchester, 4University of Essex
12:00 - 14:00    Session PA_7a - System Study
12:00 - 14:00    Session PA_7a, ID 8 - Vital-Sign Synchrony as a Marker for Patient Circadian Rhythms in an Intensive Care Unit
Shaun Davidson, Mauricio Villarroel, Eoin Finnegan, Mirae Harford, Joao Jorge, Lionel Tarassenko
University of Oxford
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12:00 - 14:00    Session PA_7a, ID 26 - Input-output Frequency Coupling and Sensitivity Spectral Measures of the Respiratory Sinus Arrhythmia System in Response to Increasing Respiratory Frequency
Alejandra Guillén-Mandujano1, Salvador Carrasco-Sosa1, Paola Coello-Caballero2
1Universidad Autónoma Metropolitana-I, 2Universidad Tecnológica de Chiapas
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12:00 - 14:00    Session PA_7a, ID 94 - Safety Ranges for Heart Rate Variability Parameters in Hyperbaric Environments
Carlos Sánchez1, Alberto Hernando2, Juan Bolea1, David Izquierdo1, María Teresa Lozano Albalate1, María Dolores Pelaez Coca1
1Centro Universitario de la Defensa de Zaragoza, 2Centro Universitario de la Defensa
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12:00 - 14:00    Session PA_7a, ID 147 - Sleep-Wake Classification for Home Monitoring of Sleep Apnea Patients
Dorien Huysmans1, Ivan Castro2, Eva Heffinck1, Margot Deviaene3, Pascal Borzée4, Bertien Buyse4, Dries Testelmans4, Sabine Van Huffel1, Carolina Varon5
1KU Leuven, 2imec, 3ESAT-STADIUS, KU Leuven, & imec, 4UZ Leuven, 5TU Delft
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12:00 - 14:00    Session PA_7a, ID 197 - Effect of Anesthesia on Fetal-Maternal Heart Rate Variability and Coupling in Pregnant Mice and Fetuses
Ahsan Khandoker1, Maisam Wahbah2, Chihiro Yoshida3, Yoshitaka Kimura3, Yoshiyuki Kasahara3
1Khalifa University, 2Khalifa University of Science and Technology, 3Tohoku University
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12:00 - 14:00    Session PA_7a, ID 231 - Detection Quality Indices for Improved Heart Beat Assessment in Non-Invasive Fetal ECG
Jonas Weiß, Hagen Malberg, Martin Schmidt
TU Dresden
12:00 - 14:00    Session PA_7a, ID 400 - Obstructive Sleep Apnea Detection Methods Based on Heart Rate Variability Analysis: Opportunities for a Future Cinc Challenge
Daniele Padovano1, Arturo Martinez-Rodrigo1, José Manuel Pastor1, José J Rieta2, Raul Alcaraz1
1University of Castilla-La Mancha, 2BioMIT.org, Universitat Politecnica Valencia
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12:00 - 14:00    Session PA_7a, ID 460 - The Role of Exercise in Hemodynamical Aging
Marcos Hortelano1, Raquel Cervigón1, Richard Reilly2, Paco Castells3, José Millet3
1UCLM, 2TCD, 3UPV
12:00 - 14:00    Session PA_7b - Heart Rate Variability
12:00 - 14:00    Session PA_7b, ID 19 - Generation of Artificial Heart Rate Variability Signal in Different Stages of Sleep Using Developed Zeeman Model
Nader Jafarnia Dabanloo and Gholamreza Attarodi
Department of Biomedical Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran
12:00 - 14:00    Session PA_7b, ID 88 - Effects of ECG Sampling Frequency on the Multiscale Entropy of Heart Rate Variability
Paolo Castiglioni1 and Andrea Faini2
1IRCCS Fondazione Don C. Gnocchi, 2Istituto Auxologico Italiano, IRCCS
12:00 - 14:00    Session PA_7b, ID 125 - Are Inter-Beat Intervals from Blood Pressure a Valid Alternative to R-R Intervals for Multiscale Entropy Analysis of Heart Rate Variability?
Andrea Faini1, Gianfranco Parati2, Paolo Castiglioni3
1Istituto Auxologico Italiano, IRCCS, 2University of Milano-Bicocca, 3IRCCS Fondazione Don C. Gnocchi
12:00 - 14:00    Session PA_7b, ID 428 - Investigating a Two Steps Ahead Estimator of Bubble Entropy
George Manis1, Matteo Bodini2, Massimo W Rivolta3, Roberto Sassi4
1University of Ioannina, 2Università degli Studi di Milano, 3Dipartimento di Informatica, Università degli Studi di Milano, 4Università degli Studi di Milano, Dipartimento di Informatica
12:00 - 14:00    Session PA_7b, ID 68 - QT-RR Relation Is Different in Humans and Rats
Beatrice De Maria1, Vlasta Bari2, Beatrice Cairo3, Aparecida Maria Catai4, Anielle Cristhine de Medeiros Takahashi4, Luca Carnevali5, Andrea Sgoifo5, Francesca Perego6, Laura Adelaide Dalla Vecchia6, Alberto Porta3
1IRCCS Istituti Clinici Scientifici Maugeri, Milan, 2Department of Cardiothoracic, Vascular Anesthesia and Intensive Care, IRCCS Policlinico San Donato, 3Department of Biomedical Sciences for Health, University of Milan, 4Department of Physiotherapy, Federal University of São Carlos, 5Stress Physiology Laboratory, Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma; Microbiome Research Hub, University of Parma, 6IRCCS Istituti Clinici Scientifici Maugeri
12:00 - 14:00    Session PA_7b, ID 222 - Blood Pressure Classification by Analyzing the behavior of Heart Rate Variability in Poincare Plot
Shahab Rezaei1 and Keivan Maghooli2
1Islamic Azad University, Central Tehran Branch, Tehran, Iran, 2Islamic Azad University, Science and Research Branch
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12:00 - 14:00    Session PA_7b, ID 286 - Analysis of cardiac dynamics in patients with Chagas disease using the PCA
Miguel Vizcardo1 and Esteban Segundo Alvarez2
1Universidad Nacional de San Agustin de Arequipa, 2Universidad Central de Venezuela
14:00 - 15:00    Session SB1 - Whole Heart Modelling - Electromechanics & Infarction
14:00 - 14:15    Session SB1, ID 238 - Creating a Digital Twin to Investigate AV Block: In-sights from a Validated Electromechanical Full-Heart Model
Kevin Sack, Joshua Blauer, Mike Campbell, Darrell Swenson
Medtronic Inc
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14:15 - 14:30    Session SB1, ID 210 - Gaussian Process Emulation Enables a Quantitative Link between Cellular Mechanical Myocardial Properties and Left Ventricular Contractile Function in Aortic Banded Rats
Stefano Longobardi1, Alexandre Lewalle1, Sam Coveney2, Ivar Sjaastad3, Emil K. S. Espe3, William E. Louch3, Cynthia J. Musante4, Anna Sher4, Steven A. Niederer1
1King's College London, 2University of Sheffield, 3University of Oslo, 4Worldwide Research, Development, and Medical, Pfizer Inc.
14:30 - 14:45    Session SB1, ID 338 - Investigation of the Electrophysiological Remodelling in Acute and Chronic Post-Myocardial Infarction
Xin Zhou, Jakub Tomek, Blanca Rodriguez
University of Oxford
14:45 - 15:00    Session SB1, ID 315 - Simulated activation sequences fitted to ECG improve model accuracy in porcine models of chronic infarct
Caroline Mendonca Costa1, Phillip Gemmel1, Aurel Neic2, Gernot Plank2, Mark O'Neill1, John Whitaker1, Martin Bishop1
1King's College London, 2Medical University of Graz
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14:00 - 15:00    Session SB2 - Seismo/Ballistocardiography
14:00 - 14:15    Session SB2, ID 4 - Seismocardiography On Infants And Kids
Nico Jähne-Raden1, Henrike Gütschleg1, Marie Cathrine Wolf1, Stephan Sigg2, Ulf Kulau3
1Peter L. Reichertz Institute for Medical Informatics University of Braunschweig - Institute of Technology and Hannover Medical School, 2Department of Communications and Networking, 3DSI Aerospace
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14:15 - 14:30    Session SB2, ID 60 - Quantification of Posture-Induced Changes in Bed-Based Ballistocardiogram
Hewon Jung, Jacob Kimball, Omer Inan
Georgia Institute of Technology
14:30 - 14:45    Session SB2, ID 394 - Morphological Changes of Seismocardiogram Due to Different Sensor Placements on the Sternum
Kouhyar Tavakolian
Associate Professor
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14:45 - 15:00    Session SB2, ID 250 - Pulse Transit Time from Seismocardiography as an Estimation of Blood Pressure
James Skoric1, Yannick D'Mello1, Siddiqui Hakim1, Ezz Aboulezz1, Nathan Clairmonte1, Michel Lortie2, David V. Plant1
1McGill University, 2MDA Corporation
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14:00 - 15:00    Session SB3 - Blood Pressure Regulation and Variability
14:00 - 14:15    Session SB3, ID 444 - Comparison Between Bivariate Phase-Rectified Signal Averaging and Sequence Method in Assessing the Baroreflex Sensitivity
Massimo W Rivolta1 and Roberto Sassi2
1Dipartimento di Informatica, Università degli Studi di Milano, 2Università degli Studi di Milano, Dipartimento di Informatica
14:15 - 14:30    Session SB3, ID 110 - Comparing Trends in Blood Pressure Computed from the Arterial Line and Sphygmomanometer in the ICU
Eoin Finnegan1, Mauricio Christian Montoya Villarroel1, Shaun Davidson2, Joao Jorge1, Mirae Harford1, Lionel Tarassenko1
1Oxford University, 2University of Oxford
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14:30 - 14:45    Session SB3, ID 109 - Aortic Pressure Forecasting with Deep Sequence Learning
Rui Wang1, Eliza Huang1, Uma Chandrasekaran2, Rose Yu1
1Northeastern University, 2AbioMed
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14:45 - 15:00    Session SB3, ID 235 - Baroreflex Sensitivity Evolution before Weaning From Mechanical Ventilation
Pablo Armañac1, David Hernando2, Jesus Lazaro3, Candelaria de Haro4, Rudys Magrans5, Leonardo Sarlabous6, Josefina López-Aguilar6, Pablo Laguna7, Eduardo Gil2, Lluis Blanch6, Raquel Bailón8
1BSICoS, University of Zaragoza, 2University of Zaragoza, 3University of Connecticut & University of Zaragoza, 4Hospital Universitari Parc Tauli, 5BetterCare, 6Hospital Universitari Parc Taulí, 7Zaragoza University, 8I3A, IIS, Universidad de Zaragoza, CIBER-BBN
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14:00 - 15:00    Session SB4 - Arrhythmogenesis in acute ischemia and post-infarction substrate
14:00 - 14:15    Session SB4, ID 264 - Potential Roles of Purkinje Fibers in Ischemia-Induced Arrhythmias
Teo Puig Walz1, Luca Azzolin2, Lucas Berg3, Enaam Chleilat4, Hermenegild Arevalo5
1Institute for Experimental Cardiovascular Medicine, University Heart Center Freiburg-Bad Krozingen, University of Freiburg, 2Institute of Biomedical Engineering, Karlsruhe Intitute of Technology, 3Federal University of Juiz de Fora, 4nstitute for Experimental Cardiovascular Medicine, University Heart Center Freiburg-Bad Krozingen, University of Freiburg, 5Simula Research Laboratory
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14:15 - 14:30    Session SB4, ID 101 - Assessing the Ability of Substrate Mapping Techniques to Identify Scar-related Arrhythmia Circuits Through Computational Modelling
Fernando Campos1, Michele Orini2, Robert Arnold3, John Whitaker4, Mark O'Neill4, Reza Razavi4, Gernot Plank3, Ben Hanson5, Pier Lambiase5, Bradley Porter4, Christopher Aldo Rinaldi4, Jaswinder Singh Gill6, Peter Taggart5, Martin Bishop4
1School of Biomedical Engineering and Imaging Sciences, King's College London, 2University College London, Department of Mechanical Engineering, 3Medical University of Graz, 4King's College London, 5University College London, 6Guy's and St Thomas' NHS
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14:30 - 14:45    Session SB4, ID 102 - Calcium-mediated Delayed Afterdepolarizations form a Substrate for Conduction Block in the Post-infarction Heart
Fernando Campos1, Yohannes Shiferaw2, John Whitaker3, Mark O'Neill3, Reza Razavi3, Gernot Plank4, Martin Bishop3
1School of Biomedical Engineering and Imaging Sciences, King's College London, 2California State University, 3King's College London, 4Medical University of Graz
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14:45 - 15:00    Session SB4, ID 241 - Computational analysis of vulnerability to reentry in acute myocardial ischemia
Edison F. Carpio1, Juan F. Gomez2, José F. Rodríguez3, Beatriz Trenor1, Jose M Ferrero4
1Universitat Politècnica de València, 2International University of Valencia, 3Politécnico di Milano, 4Ci2B, Universitat Politecnica de Valencia
15:00 - 16:00    Session CP - Closing Plenary
15:00 - 15:15    Session CP, ID 254 - Next-generation in-silico Cardiac Electrophysiology through Immersed Grid Meshfree Modelling. Application to Simulation of Myocardial Infarction.
Konstantinos Mountris1 and Esther Pueyo2
1Aragon Institute of Engineering Research, University of Zaragoza, IIS Aragon, 2University of Zaragoza
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15:15 - 15:30    Session CP, ID 50 - A Novel Approach based on Spatio-temporal Features and Random Forest for Scar Detection using Cine Cardiac Magnetic Resonance Images
Sara Moccia1, Alessandro Cagnoli2, Chiara Martini3, Giuseppe Moscogiuri4, Mauro Pepi4, Emanuele Frontoni1, Gianluca Pontone4, Enrico Caiani5
1Università Politecnica delle Marche, Department of Information Engineering, 2Politecnico di Milano, Department of Electronics, Information and Bioengineering, 3Azienda Ospedaliera-Universitaria di Parma, Diagnostic Department, 4Centro Cardiologico Monzino IRCCS, Department of Cardiovascular Imaging, 5Politecnico di Milano
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15:30 - 16:00    Session CP, ID 491 - Novel Echocardiographic Modalities
Cristiana Corsi
University of Bologna
16:00 - 16:30    Awards and Closing Remarks