CinC 2020: Program

Monday, September 14, 2020
8:30 - 8:45    Welcome to CinC 2020
Chair: Rob MacLeod
Monday, September14, 2020
8:45 - 10:15    Session RDYIA - Rosanna Degani Young Investigator Finals
Chair: Cristiana Corsi
Co-Chair: Pyoth Platonov
8:45 - 9:05    Session RDYIA, ID 279 - Quantifying the Spatiotemporal Influence of Acute Myocardial Ischemia on Volumetric Conduction Speed
Wilson Good1, Brian Zenger2, Jake Bergquist2, Lindsay Rupp2, Karli Gillette3, Gernot Plank3, Rob MacLeod2
1The SCI Institute, 2University of Utah, 3Institute of Biophysics - Medical University of Graz
9:05 - 9:25    Session RDYIA, ID 113 - Post-Processing of Electrocardiographic Imaging Signals to Identify Atrial Fibrillation Drivers
Rubén Molero Alabau, Andreu M. Climent, Maria de la Salud Guillem Sánchez
Universitat Politècnica de València
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
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
Monday, September 14, 2020
10:15 - 10:45    Coffee break
Monday, September14, 2020
10:45 - 12:15    Session S21 - Membrane and Cellular Modelling
Chair: Mary M Maleckar
Co-Chair: Stefano Severi
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
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
11:45 - 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
10:45 - 12:15    Session S22 - Advances in ECGI
Chair: Jana Svehlikova
Co-Chair: Peter van Dam
10:45 - 11::00    Session S22, ID 273 - Improving Localization of Cardiac Geometry Using ECGI
Jake Bergquist1, Jaume Coll-Font2, Brian Zenger1, Lindsay Rupp1, Wilson Good3, Dana Brooks4, Rob MacLeod1
1University of Utah, 2Massachusetts General Hospital, 3The SCI Institute, 4Northeastern University
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
11:30 - 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.
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
10:45 - 12:15    Session S23 - Cardiovascular Mechanics
Chair: Steven Niederer
Co-Chair: Axel Loewe
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 Qureshi1, Aditi Roy2, Henry Chubb1, Adelaide de Vecchi1, Oleg Aslanidi1
1King's College London, 2University of Oxford
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
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, Matthias Gsell2, Christoph Augustin2, 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
10:45 - 12:15    Session S24 - Heart Rate variability: Methods
Chair: Martin Schmidt
Co-Chair: Ivo Provaznik
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
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
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
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, J. Philip 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
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
Chair: Julia Ramirez
Co-Chair: Michele Orini
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 Coronary Artery Disease
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
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
8:30 - 10:00    Session S32 - Experimental and Clinical ECGI
Chair: Laura Bear
Co-Chair: Matthijs Cluitmans
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
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. Climent2, Maria de la Salud Guillem Sánchez2
1Universitat Politecnica de Valencia, 2Universitat Politècnica de València
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
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
Chair: Alfredo Hernandez
Co-Chair: José Joaquín Rieta
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 Moeyersons2, Rik Willems3, Sabine Van Huffel1, Carolina Varon4
1KU Leuven, 2ESAT-STADIUS, KU Leuven, 3UZ Leuven, 4Delft University of Technology
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
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
9:30 - 9:45    Session S33, ID 333 - Detection and Classification of Cardiac Arrhythmias by Machine Learning: a Systematic Review
Rafael Fernandes1, Jimena Paredes2, João Salinet1
1Biomedical Engineering, Engineering, Modelling and Applied Social Sciences Centre, 2Biomedical Engineering, Engineering, Modelling and Applied Social Sciences Centre, Federal University of ABC
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
Chair: Roberto Sassi
Co-Chair: Juan Pablo Martínez
8:30 - 8:45    Session S34, ID 78 - Fundamental Considerations of HRV Analysis in the Development of Real-Time Biofeedback Systems
Mariam Bahameish and Tony Stockman
Queen Mary University of London
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, Kinda Khalaf
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
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
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
10:00 - 10:15    Coffee break
10:15 - 11:45    Session S41 - Modelling Drug Effects and Mutations
Chair: Blanca Rodriguez
Co-Chair: Olaf Doessel
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 - In Silico Characterization of Repolarization Duration and Variability in the LQT1 Syndrome Under β-Adrenergic Stimulation
David Adolfo Sampedro-Puente1, Fabien Raphel2, Jesus Fernandez-Bes1, Pablo Laguna3, Damiano Lombardi2, Esther Pueyo1
1University of Zaragoza, 2INRIA Paris, 3Zaragoza University
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
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, Stephanie Billiald-Desquand2, 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
Chair: Sara Moccia
Co-Chair: Cristiana Corsi
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
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
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
10:15 - 11:45    Session S43 - ECG and Signal Processing I
Chair: María Pérez-Zabalza
Co-Chair: Roberto Sassi
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
10:45 - 11:00    Session S43, ID 209 - Sudden Cardiac Death Prediction in Chronic Heart Failure Patients by Periodic Repolarization Dynamics
Saúl Palacios1, Iwona Cygankiewicz2, Antoni Bayés-de-Luna3, Juan Pablo Martínez4, Esther Pueyo5
1Universidad de Zaragoza, 2Medical University of Lodz, 3Santa Creu i Sant Pau Hospital, 4jpmart@unizar.es, 5University of Zaragoza
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
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, Jose María Vallejo-Gil5, Pedro Carlos Fresneda-Roldán5, Javier Fañanás-Mastral5, Marta Matamala-Adell5, Fernando Sorribas-Berjón5, Manuel Vázquez-Sancho5, Carlos Ballester-Cuenca5, Margarita Segovia-Roldán4, Aida Oliván-Viguera4, Esther Pueyo6
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 Hospital Miguel Servet, 6University of Zaragoza
10:15 - 11:45    Session S44 - Special Session 2: Machine Learning in Atrial Fibrillation
Chair: Leif Sornmo
Co-Chair: Pablo Laguna
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
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 - False Alarm Reduction in Atrial Fibrillation Screening
Hesam Halvaei1, Emma Svennberg2, Leif Sornmo3, Martin Stridh3
1Department of Biomedical Engineering, Lund University, 2Department of Clinical Sciences, Danderyd University Hospital, Karolinska Institutet, 3Lund University
11:45 - 12:30    Lunch
12:30 - 14:00    Session S51 - Challenge I
Chair: Gari Clifford
Co-Chair: Matt Reyna
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 Alday1, Annie Gu1, Chengyu Liu2, Salman Seyedi1, Ali Bahrami Rad1, Andoni Elola3, Qiao Li1, Ashish Sharma1, Gari Clifford4
1Emory University, 2Southeast University, 3University of the Basque Country, 4Emory University and Georgia Institute of Technology
12:45 - 13:00    Session S51, ID 71 - Multi-Class Classification of Pathologies Found on Short ECG Signals
Georgi Nalbantov, Svetoslav Ivanov, Jeffrey van Prehn
Data Science Consulting Ltd.
13:00 - 13:15    Session S51, ID 253 - Automated Comprehensive Interpretation of 12-lead Electrocardiograms Using Pre-trained Exponentially Dilated Causal Convolutional Neural Networks
Max Bos1, Rutger van de Leur2, Jeroen Vranken1, Deepak Gupta1, Pim van der Harst2, Pieter Doevendans2, René van Es2
1Informatics Institute, University of Amsterdam, 2UMC Utrecht
13:15 - 13:30    Session S51, ID 128 - Multilabel 12-Lead Electrocardiogram Classification Using Gradient Boosting Tree Ensemble
Alexander William Wong1, Weijie Sun2, Sunil Vasu Kalmady2, Padma Kaul1, Abram Hindle1
1University of Alberta, 2Canadian VIGOUR Centre
13:30 - 13:45    Session S51, ID 133 - Combining Scatter Transform and Deep Neural Networks for Multilabel ECG Signal Classification
Maximilian Oppelt1, Maximilian Riehl1, Felix Kemeth2, Jan Steffan1
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, Armand Chocron1, Joachim A. Behar3
1Faculty of Biomedical Engineering, 2Independent researcher, 3Technion-IIT
12:30 - 14:00    Session S52 - Signal-processing for optimisation of cardio-pulmonary resuscitation
Chair: Pablo Laguna
Co-Chair: Luca Mainardi
12:30 - 12:45    Session S52, ID 347 - Multimodal Biosignal Analysis Algorithm for the Classification of Cardiac Rhythms During Resuscitation
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 - A Method to Detect Pauses for Ventilation During Cardiopulmonary Resuscitation Using the Thoracic Impedance
Enrique Rueda1, Elisabete Aramendi1, Unai Irusta1, Ahamed Idris2
1communication engineering department of UPV/EHU, 2DFW Center for Resuscitation Research, UT Southwestern Medical Center
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
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
12:30 - 14:00    Session S53 - ECG analysis and rhythm annotation
Chair: María Pérez-Zabalza
Co-Chair: Vicente Zarzoso
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
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
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
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
Chair: Fernando Schlindwein
Co-Chair: Stef Zeemering
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 Morgado-Reyes1, 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
14:00 - 14:15    Coffee break
14:15 - 15:45    Session S61 - Challenge II
Chair: Gari Clifford
Co-Chair: Matt Reyna
14:15 - 14:30    Session S61, ID 130 - Automatic 12-lead ECG Classification Using a Convolutional Network Ensemble
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
14:30 - 14:45    Session S61, ID 189 - ECG Abnormalities Recognition Using Convolutional Network With Global Skip Connections and Custom Loss Function
Tomas Vicar1, Jakub Hejc1, Petra Novotna1, Marina Ronzhina1, Oto Janousek2
1Department of Biomedical Engineering, Brno University of Technology, 2Department of Biomedical Engineering, Brno University of Technology, Brno, Czech Republic
14:45 - 15:00    Session S61, ID 307 - Classification of 12-lead ECGs Using Intra-Heartbeat Discrete-time Fourier Transform and Inter-Heartbeat Attention
Ibrahim Hammoud, IV Ramakrishnan, Petar Djuric
Stony Brook University
15:00 - 15:15    Session S61, ID 349 - On the Application of Convolutional Neural Networks for 12-lead ECG Multi-label Classification using Datasets from Multiple Centers
Davide Borra, Alice Andalò, Stefano Severi, Cristiana Corsi
University of Bologna
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 Residual Neural Networks and Transfer Learning
Sardar Ansari1, Christopher Gillies1, Brandon Cummings1, Jonathan Motyka1, Guan Wang1, 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
Chair: Willem Dassen
Co-Chair: Niels Otani
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
14:15 - 15:45    Session S63 - ECG and Signal Processing II
Chair: Johannes De Bie
Co-Chair: Yesim Serinagaoglu
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, Adam Ivora1, Magdalena Matejkova5, Pavel Leinveber6, 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, 5International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic, 6International Clinical Research Center, St. Anne’s University Hospital, Brno, Czech Republic
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
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
15:00 - 15:15    Session S63, ID 402 - Sex Differences in the Morphology of RR-Matched T-waves
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
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 - Analysis of Nonlinear T Wave Dynamics by Lyapunov Exponents for Serum Potassium Monitoring in End-Stage Renal 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
14:15 - 15:45    Session S64 - AFib mechanisms
Chair: Javier Saiz
Co-Chair: Tiago Paggi de Almeida
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 Ravelli4, Diogo C. Soriano5, Arthur S. Bezerra6, Fernando S. Schlindwein1, Takashi Yoneyama6, Olaf Dössel2, G. André Ng1, Axel Loewe2
1University of Leicester, 2Karlsruhe Institute of Technology (KIT), 3Eurac Research, 4Università degli Studi di Trento, 5Universidade Federal do ABC, 6Instituto Tecnológico de Aeronáutica
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
14:45 - 15:00    Session S64, ID 303 - Relationship between Atrial Oscillatory Acetylcholine Release Pattern and f-wave Frequency Modulation: a Computational and Experimental 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
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
1Centro de Investigación e Innovación en Bioingeniería(CI2B),Universitat 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, 2020
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
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, Haoyu Jiang1, Ye Li2, Yiyu Zhuang3
1Mindray, 2Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, 3Sir Run Run Shaw Hospital, Zhejiang University School of Medicine
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 Varon5, Tom Torfs1
1imec, 2ESAT-STADIUS, KU Leuven, & imec, 3KU Leuven, 4UZ Leuven, 5TU Delft, Circuits and Systems (CAS)
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, Jakub Hejc, Marina Ronzhina, Jana Kolarova
Department of Biomedical Engineering, Brno University of Technology
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, 3Massachusetts General Hospital, Harvard University, 4Manipal Hospital Whitefield, 5Publicis Sapient
15:45 - 17:45    Session P7_3a, ID 29 - Unreadable Segment Recognition of Single-lead Dynamic Electrocardiogram Signals Based on Morphological Algorithm and Random Forest Classifier
Hanshuang Xie1, Huaiyu Zhu2, Ji Zhao2, Yisheng Zhao2, Yun Pan2
1Hangzhou Proton Technology Co Ltd, 2Zhejiang University
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
1HS Kempten, 2Ulster University, 3PulseAI Ltd
15:45 - 17:45    Session P7_3a - Device
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
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
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
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
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)
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
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
15:45 - 17:45    Session P7_3b, ID 291 - Deep Learning Based Prediction of Atrial Fibrillation Disease Progression with Endocardial Electrograms in a Canine Model
Bram Hunt1, Eugene Kwan1, Mark McMillan2, Derek Dosdall1, Rob MacLeod1, Ravi Ranjan1
1University of Utah, 2Boston Scientific
15:45 - 17:45    Session P7_3b, ID 302 - Simulation of the Hemodynamic Effects of the Left Atrial Appendage Occlusion in Atrial Fibrillation: Preliminary Results
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
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
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
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
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
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
15:45 - 17:45    Session P7_4a, ID 96 - The electro-anatomical pathway for normal and abnormal ECGs in COVID patients
Peter van Dam1, Machteld Boonstra2, Rob Roudijk3, Marijke PM Linschoten2, Emanuela Teresina Locati4, Giuseppe Ciconte4, Valeria Borrelli4, Vincenzo Santinelli4, Gabriele Vicedomini4, Luigi Giannelli4, Zarko Calovic4, Carlo Pappone4, Peter Loh2
1UMC Utrecht, 2University Medical Center Utrecht, 3Netherlands Heart Institute, 4Department of Arrhythmology and Electrophysiology, IRCCS Policlinico San Donato
15:45 - 17:45    Session P7_4a, ID 100 - Robust QRS Detection Using Combination of Three Independent Methods
Lukas Smital, Lucie Marsanova, Radovan Smisek, Andrea Nemcova, Martin Vitek
Brno 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
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)
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
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
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
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 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 into an hiPSC-CM In-silico Model
Mohamadamin Forouzandehmehr1, Nicolò Cogno2, Jussi Koivumäki1, Jari Hyttinen1, Michelangelo Paci1
1Tampere University, 2University of Turin
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, Stefano Longobardi1
1King's College London, 2Imperial College London
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 - Multi-label Classification of Electrocardiogram With Modified Residual Networks
Shan Yang, Heng Xiang, Qingda Kong, Chunli Wang
Chengdu Spaceon Electronics CO., LTD.
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
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 44 - Automatic Classification of Arrhythmias by Residual Network and BiGRU With Attention Mechanism
Runnan He1, Kuanquan Wang1, Na Zhao1, Qiang Sun2, Yacong Li1, Qince Li1, Henggui Zhang3
1Harbin Institute of Technology, 2Beijing Electric Power Hospital, 3University of Manchester
15:45 - 17:45    Session P7_8, ID 61 - Selected Features for Classification of 12-lead ECGs
Marek Żyliński1 and Gerard Cybulski2
1Warsaw University of Technology, 2Department of Mechatronics, WUT
15:45 - 17:45    Session P7_8, ID 63 - Electrocardiogram Classification by Modified EfficientNet with Data Augmentation
Naoki Nonaka and Jun Seita
RIKEN
15:45 - 17:45    Session P7_8, ID 74 - A Deep Neural Network and Reconstructed Phase Space Approach to Classifying 12-lead ECGs
David Kaftan1 and Richard Povinelli2
1Marquette Energy Analytics, 2Marquette University
15:45 - 17:45    Session P7_8, ID 85 - SE-ECGNet: Multi-scale SE-Net for Multi-lead ECG Data
Jiabo Chen1, Tianlong Chen2, Bin Xiao1, Xiuli Bi1, Yongchao Wang1, Weisheng Li1, Han Duan1, Junhui Zhang3, Xu Ma4
1Chongqing University of Posts and Telecommunications, 2Southwest Jiaotong University, 3The First Affiliated Hospital of Chongqing Medical University, 4Human Genetics Resource Center National Research Institute for Family Planning
15:45 - 17:45    Session P7_8, ID 95 - Deep Multi-Label Multi-Instance Classification on 12-Lead ECG
Yingjing Feng and Edward Vigmond
LIRYC - University of Bordeaux
15:45 - 17:45    Session P7_8, ID 107 - A Wide and Deep Transformer Neural Network for 12-Lead ECG Classification
Annamalai Natarajan, Yale Chang, Sara Mariani, Asif Rahman, Gregory Boverman, Shruti Vij, Jonathan Rubin
Philips Research North America
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, Ruqiang Yan1, Yuhong Liu4, Zhijing Li1, Jing Qin5, David Wong6
1Xi'an Jiaotong University, 2Loughborough University, 3University of Leeds, 4Chengdu Medical College, 5Dalian University, 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, Ivaylo Christov2, Iana Simova3
1IN-CNR, 2Institute of Biophysics and Biomedical Engineering - Bulg. Accad. of Sci, 3Acibadem City Clinic Cardiovascular Center- University Hospital, Sofia
15:45 - 17:45    Session P7_8, ID 124 - 12-lead ECG Arrythmia Classification Using Convolutional Neural Network for Mutually Non-Exclusive Classes
Mateusz Soliński1, Michał Łepek1, Antonina Pater1, Katarzyna Muter2, Przemysław Wiszniewski3, Dorota Kokosińska1, Judyta Salamon4, Zuzanna Puzio1
1Faculty of Physics, Warsaw University of Technology, 2Faculty of Electronics and Information Technology, Warsaw University of Technology, 3Faculty of Electrical Engineering, Warsaw University of Technology, 4Warsaw University of Technology
15:45 - 17:45    Session P7_8, ID 127 - Identification of Cardiac Arrhythmias from 12-lead ECG using Beat-wise Analysis and a Combination of CNN and LSTM
Mohanad Alkhodari, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
Khalifa University
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
15:45 - 17:45    Session P7_8, ID 135 - Diagnostic of Multiple Cardiac Disorders from 12-lead ECGs Using Graph Convolutional Network Based Multi-label Classification
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 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 Abnormalities in 12-Lead ECG Using Deep Learning
Ao Ran1, Dongsheng Ruan2, Yuan Zheng3, Huafeng Liu4
1Zhejiang University, 2College of computer science and technology,Zhejiang University, 3School of Aeronautics and Astronautics,Zhejiang University, 4College of Optical Engineering, Zhejiang University, China
15:45 - 17:45    Session P7_8, ID 144 - ECG Arrhythmia Classification using Non-Linear Features and Convolutional Neural Networks
Sebastian Cajas, Pedro Astaiza, David Santiago Garcia Chicangana, Camilo Segura, Diego Lopez
Universidad del Cauca
15:45 - 17:45    Session P7_8, ID 148 - Multi-Stream Deep Neural Network for 12-Lead ECG Classification
Martin Baumgartner, Dieter Hayn, Andreas Ziegl, Alphons Eggerth, Günter Schreier
AIT Austrian Institute of Technology
15:45 - 17:45    Session P7_8, ID 161 - Impact of Neural Architecture Design on Cardiac Abnormality Classification Using 12-lead ECG Signals
Najmeh Fayyazifar1, Selam Ahderom1, David Suter1, Andrew Maiorana2, Girish dwivedi3
1Edith Cowan University, 2Curtin University, 3University of Western Australia
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, Zhihong Yang2, Zhicheng Yang3, Peiyao Li4, Yuyang You1
1Beijing Institute of Technology, 2Institute of Medicinal Plant Development, Chinese Academy of Medical Sciences, 3PAII Inc., 4Tsinghua University
15:45 - 17:45    Session P7_8, ID 171 - Cardiac Pathologies Detection and Classification in 12-lead ECG
Radovan Smisek, Andrea Nemcova, Lucie Marsanova, Lukas Smital, Martin Vítek, Jiri Kozumplik
Brno University of Technology, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering
15:45 - 17:45    Session P7_8, ID 185 - Interpretable XGBoost Based Classification of 12-lead ECGs Applying Information Theory Measures From Neuroscience
Hardik Rajpal1, Madalina Sas1, Rebecca Joakim2, Chris Lockwood3, Nicholas S. Peters1, Max Falkenberg1
1Imperial College London, 2Wexham Park Hospital, 3Independent Researcher
15:45 - 17:45    Session P7_8, ID 196 - A Novel Convolutional Neural Network for Arrhythmia Detection From 12-lead Electrocardiograms
Zhengling He, Pengfei Zhang, Lirui Xu, Zhongrui Bai, Hao Zhang, Weisong Li, Pan Xia, Xianxiang Chen
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
Halla Sigurthorsdottir, Jérôme Van Zaen, Ricard Delgado-Gonzalo, Mathieu Lemay
Swiss Center for Electronics and Microtechnology (CSEM)
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 ECG Signal and Deep Learning
Akash Kirodiwal1, Apoorva Srivastava1, Ashutosh Dash1, Ayantika Saha2, Gopi Vamsi Penaganti3, Sawon Pratiher4, sazedul alam5, Amit Patra6, Nirmalya Ghosh7, Nilanjan Banerjee8
1Electrical Engineering Department,IIT Kharagpur, 2Department of Electrical Engineering IIT, Kharagpur India, 3Department of Electrical Engineering IIT Kharagpur, 4Electrical Engineering Department, IIT Kharagpur, 5PhD student, CSEE, UMBC., 6Professor, IIT kharagpur, 7Assistant Professor, IIT Kharagpur, 8Associate professor, CSEE, UMBC
15:45 - 17:45    Session P7_8, ID 229 - Cardiac Abnormality Detection in 12-lead ECGs with Deep Convolutional Neural Networks Using Data Augmentation
Lucas Weber1, Maksym Gaiduk1, Wilhelm Daniel Scherz1, Ralf Seepold2
1HTWG Konstanz, 2HTWG Konstanz, I.M. Sechenov First Moscow State Medical University
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
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 281 - Classification of Cardiac Abnormalities From ECG Signals Using SE-ResNet
Zhaowei Zhu1, Han Wang2, Tingting Zhao1, Yangming Guo1, Zhuoyang Xu1, Zhuo Liu1, Siqi Liu3, Xiang Lan2, Xingzhi Sun1, Mengling Feng2
1Ping An Technology, 2National University of Singapore, National University Health System, 3NUS Graduate School for Integrative Sciences & Engineering
15:45 - 17:45    Session P7_8, ID 282 - MADNN: A Multi-scale Attention Deep Neural Network for Arrythmia Classification
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, Kuanquan Wang1, Yongfeng Yuan1, Qince Li1, Yacong Li1, Yongpeng Xu2, Henggui Zhang3
1Harbin Institute of Technology, 2Yongjia County Public Security Bureau, 3University of Manchester
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
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
15:45 - 17:45    Session P7_8, ID 328 - Bag of Tricks for Electrocardiogram Classification with Deep Neural Networks
Seonwoo Min1, Hyun-Soo Choi2, Hyeongrok Han3, Minji Seo3, Jin-Kook Kim4, Junsang Park4, Sunghoon Jung4, Il-Young Oh5, Byunghan Lee6, Sungroh Yoon7
1Seoul National University, 2T3K, SK Telecom, 3Department of Electrical and Computer engineering, Seoul National University, 4HUINNO Co., Ltd., 5Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, 6Department of Electronic and IT Media Engineering, Seoul National University of Science and Technology, 7Department of Electrical and Computer engineering, Department of Biological Sciences, Interdisciplinary Program in Bioinformatics, Interdisciplinary Program in Artificial Intelligence, ASRI, INMC, and Institute of Engineering Research, Seoul National University
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 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, Peter Laussen2, William Dixon2, Carson McLean3
1The Hospital For Sick Children, 2Hospital for Sick Children, 3University of Toronto
15:45 - 17:45    Session P7_8, ID 356 - ECG Segmentation using a Neural Network as the Basis 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 417 - Convolutional Recurrent Neural Network and LightGBM Ensemble Model for 12-lead ECG Classification
Charilaos Zisou, Andreas Sochopoulos, Konstantinos Kitsios
Aristotle University of Thessaloniki
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
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 445 - Classification of 12-lead ECG Signals with Adversarial Multi-Source Domain Generalization
Hosein Hasani, Adeleh Bitarafan, Mahdieh Soleymani
Sharif University of Technology
15:45 - 17:45    Session P7_8, ID 456 - Cardiac Arrhythmias Identification by Parallel CNNs and ECG Time-Frequency Representation
Jonathan Roberto Torres Castillo, K De Los Rios, Miguel Ángel Padilla Castañeda
Universidad Nacional Autónoma de México
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, 2Helmholtz Centre for Environmental Research - UFZ, 3New York University, 4Flatiron Institute, 5KTH Royal Institute of Technology
Wednesday, September 16, 2020
8:30 - 10:00    Session S81 - Special Session 3: Digital Twins
Chair: Matthijs Cluitmans
Co-Chair: Jordi Heijman
8:30 - 10:00    Session S82 - Machine Learning, AI and Computation
Chair: Lucia Billeci
Co-Chair: Pietro Bonizzi
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
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, Sten Hanke2, Bernhard Pfeifer1, Gerhard Pölzl3, Tim Egelseer-Bründl4, Günter Schreier1
1AIT Austrian Institute of Technology GmbH, Graz, Austria, 2FH JOANNEUM GmbH, Graz, Austria, 3Department of Internal Medicine III, Cardiology and Angiology, Medical University Innsbruck, Innsbruck, Austria, 4Landesinstitut 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
8:30 - 10:00    Session S83 - Cardiorespiratory Applications
Chair: Carolina Varon
Co-Chair: Riccardo Barbieri
8:30 - 8:45    Session S83, ID 93 - A Robust Estimation of the Cardiorespiratory Coupling in the Presence of Abnormal Beats
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, 4TU Delft, Circuits and Systems (CAS)
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
9:15 - 9:30    Session S83, ID 316 - Cardiac Comorbidities in COPD Patients Explained Through HRV Analysis and Respiratory Indices
Daniel Romero1, Dolores Blanco-Almazán2, Willemijn Groenendaal3, Lien Lijnen4, Christophe Smeets5, David Ruttens5, Francky Catthoor3, Raimon Jané6
1Institute for Bioengineering of Catalonia (IBEC), 2Institute for Bioengineering of Catalonia, 3Imec, 4Ziekenhuis Oost-Limburg Hospital, 5Ziekenhuis Oost-Limburg, 6IBEC
9:30 - 9:45    Session S83, ID 323 - Relationship Between Heart Rate Recovery and Disease Severity in Chronic Obstructive Pulmonary Disease Patients
Dolores Blanco-Almazán1, Daniel Romero2, Willemijn Groenendaal3, Lien Lijnen4, Christophe Smeets5, David Ruttens5, Francky Catthoor3, Raimon Jané6
1Institute for Bioengineering of Catalonia, 2Institute for Bioengineering of Catalonia (IBEC), 3Imec, 4Ziekenhuis Oost-Limburg Hospital, 5Ziekenhuis Oost-Limburg, 6IBEC
8:30 - 10:00    Session S84 - AFib therapy
Chair: Marianna Meo
Co-Chair: Olivier Meste
9:00 - 9:15    Session S84, ID 219 - Modelling Left Atrial Flow and Blood Coagulation for Risk of Thrombus Formation in Atrial Fibrillation
Ahmed Qureshi1, Omar Darwish1, Desmond Dillon-Murphy2, Henry Chubb1, Steven Williams1, Dmitry Nechipurenko3, Fazoil Ataullakhanov3, David Nordsletten1, Oleg Aslanidi1, Adelaide de Vecchi1
1King's College London, 2KCL, 3Lomonosov Moscow State University
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
10:00 - 10:30    Coffee break
10:30 - 12:00    Session S91 - Whole Heart Modelling - Electrophysiology
Chair: Beatriz Trenor
Co-Chair: Edward Vigmond
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, Raquel Bailón5, Esther Pueyo6, Pablo Laguna7
1Universidad de Zaragoza, 2Aragon Institute of Engineering Research, University of Zaragoza, IIS Aragon, 3University of Oxford, 4Universitat Politècnica de València, 5I3A, IIS, Universidad de Zaragoza, CIBER-BBN, 6University of Zaragoza, 7Zaragoza University
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 Coudière1
1Université de Bordeaux, 2Inria Bordeaux - Sud-Ouest
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)
10:30 - 12:00    Session S92 - Monitoring and Novel Signal Acquisition Techniques
Chair: Johannes De Bie
Co-Chair: Dewar Finlay
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 Biglarbeigi1, Raymond Bond1, Rob Brisk1, Daniel Guldenring2, Alan Kennedy3, James McLaughlin1, Dewar Finlay1
1Ulster University, 2HTW Berlin, 3PulseAI Ltd
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
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
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
11:30 - 11:45    Session S92, ID 470 - Wireless Arm Wearable Sensor Band for Long-Term Heart Rhythms Surveillance Using a Bipolar Arm-ECG Lead
Omar Escalona1, Angel Villegas2, Sephorah Mukhtar1, Gilberto Perpiñan3, David McEneaney4
1Ulster University, 2Image Processing Centre, Universidad de Carabobo, 3Antonio Nariño University, 4Cardiovascular 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
Chair: Frida Sandberg
Co-Chair: Riccardo Barbieri
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 HRV Estimates Sympathetic Activity during Dynamic Exercise, Standing and Paced Breathing Maneuvers
Salvador Carrasco-Sosa and Alejandra Guillén-Mandujano
Universidad Autónoma Metropolitana-I
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
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, Bret Alvis4, Kyle Hocking3, Colleen Brophy3, Raquel Bailón5
1Universidad de Zaragoza, 2University of Zaragoza, 3VoluMetrix, 4Vanderbilt University Medical Center, 5I3A, 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
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
10:30 - 12:00    Session S94 - AFib Signal processing
Chair: Nuria Ortigosa
Co-Chair: Tomas Teijeiro
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
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
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
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
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
12:00    Lunch
12:00 - 14:00    Session PA_1 - Cardiovascular Imaging
12:00 - 14:00    Session PA_1, ID 288 - Automatic Segmentation of the Left Atrium from LGE-MRI Based on U-Net and Bidirectional Convolutional LSTM
Ze Zhang1, Kuanquan Wang1, Qince Li1, Yashu Liu1, Yongfeng Yuan1, Yacong Li1, 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, Albert Dasí, Juan F Gomez, Beatriz Trenor
Universitat Politècnica de València
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
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
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 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 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
12:00 - 14:00    Session PA_3b, ID 76 - Shapelet Discovery for Atrial Fibrillation Detection
Saman Parvaneh and Yale Chang
Philips Research North America
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, Johan De Bie2, Nicoletta Marzocchi1, Frida Sandberg3
1Hillrom, 2Mortara Instrument at Bologna, 3Lund University
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
12:00 - 14:00    Session PA_3b, ID 335 - Single-Feature Method for Fast Atrial Fibrillation Detection in ECG Signals
Lucie Marsanova, Lukas Smital, Radovan Smisek, Andrea Nemcova, Martin Vitek
Brno University of Technology, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering
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
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
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
12:00 - 14:00    Session PA_3b, ID 442 - Slow Conduction Regions as a Caluable Vectorcardiographic Parameter for the Non-Invasive Identification of Atrial Flutter Types
Samuel Ruipérez Campillo1, Sergio Castrejón2, Marcel Martínez2, Raquel Cervigón3, Olivier Meste4, José Luis Merino2, José Millet5, Francisco Castells1
1Universitat Politècnica de València, 2Unidad de Arritmias y Electrofisiología Robotizada, Hospital Universitario La Paz, 3Universidad de Castilla la Mancha, 4Université Cote d'Azur, 5Universitat Politècnica de València, Valencia, Spain
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,
12:00 - 14:00    Session PA_4a - ECG Waveform Analysis 2
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
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
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)
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
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
12:00 - 14:00    Session PA_4a, ID 227 - Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGs
Bjørn-Jostein Singstad1 and Christian Tronstad2
1University of Oslo, 2Oslo University Hospital
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 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, Raimon Jané3, Pablo Laguna4, Raquel Bailón5
1Institute for Bioengineering of Catalonia (IBEC), 2University of Zaragoza, 3IBEC, 4Zaragoza University, 5I3A, IIS, Universidad de Zaragoza, CIBER-BBN
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
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
12:00 - 14:00    Session PA_4b, ID 115 - Moving Dipole Determination from 12-Lead ECGs Can Improve Detection of Acute Myocardial Ischemia
Vito Starc1 and Todd T Schlegel2
1University of Ljubljana Faculty of Medicine, 2Karolinska Institute
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 van Dam4, Cornelis Herman Slump5, Peter Loh2
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
12:00 - 14:00    Session PA_4b, ID 473 - Robust Atrial Ectopic Beat Classification from Surface ECG using Second-Order Blind Source Separation
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
12:00 - 14:00    Session PA_4b, ID 160 - An Open-Source Algorithm for Standardized Bullseye Visualization of High-Resolution Cardiac Ventricular Data: UNISYS
Job Stoks1, Uyen Chau Nguyen2, Ralf Peeters1, Paul Volders1, Matthijs Cluitmans1
1Maastricht University, 2Cardiovascular Research Institute Maastricht (CARIM)
12:00 - 14:00    Session PA_5 - Whole Heart Modelling
12:00 - 14:00    Session PA_5, ID 33 - Evaluation of severity of cardiac ischemia using In Silico ECG computed from 2D reaction diffusion model
Shane Loeffler and Joseph Starobin
UNCG
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
12:00 - 14:00    Session PA_5, ID 70 - Constructing Realistic Canine Bilayer Biatrial Mesh for the Modeling and Simulation of Atria Fibrillation
Mirabeau Saha1, Caroline Roney2, Feng Xiong3, Hubert Cochet4, Stephanie Tan3, steven niederer2, 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
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
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_6 - Health Informatics and 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
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 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 Device for the Measurement of Pulse Transit Time in the Skin Microvasculature
Jukka-Pekka Sirkiä, Tuukka Panula, 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 Biglarbeigi1, Rob Brisk1, Daniel Guldenring2, Raymond Bond1, James McLaughlin1, Dewar Finlay1
1Ulster University, 2HS Kempten
12:00 - 14:00    Session PA_6, ID 359 - The Effect of Expanded Measurement Uncertainty on the Outcome of Blood Pressure Measurement Validation Protocol Based on the ISO81060-2:2018 Guideline - A Monte Carlo Simulation Approach
Janos Palhalmi
DataSenseLabs Ltd.
12:00 - 14:00    Session PA_6, ID 388 - DeepPerfusion: Camera-based Blood Volume Pulse Extraction using a 3D Convolutional Neural Network
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
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
12:00 - 14:00    Session PA_6, ID 439 - AI-Based Security Attack Pathway for Medical Diagnosis Systems (CMDS)
Ying He1, Cunjin Luo2, Ruben Suxo Camacho1, Kuanquan Wang3, Henggui Zhang4
1De Montfort University, 2University of Essex, 3Harbin Institute of Technology, 4The University of Manchester
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
12:00 - 14:00    Session PA_7a, ID 26 - 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
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
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
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
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
12:00 - 14:00    Session PA_7b - Heart Rate Variability
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 the 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 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 286 - Analysis of cardiac dynamics in patients with Chagas disease using the PCA
Miguel Vizcardo1, Diego Cornejo Luque1, 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
Chair: Mark Potse
Co-Chair: Alan Fabbri
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
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
14:00 - 15:00    Session SB2 - Seismo/Ballistocardiography
Chair: Richard Gregg
Co-Chair: Christoph Hoog Antink
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
14:15 - 14:30    Session SB2, ID 60 - Quantification of Posture-Induced Changes in Bed-Based Ballistocardiogram
Hewon Jung1, Jacob Kimball1, Timothy Receveur2, Eric Agdeppa2, Omer Inan1
1Georgia Institute of Technology, 2Hillrom
14:30 - 14:45    Session SB2, ID 394 - Morphological Changes of Seismocardiogram Due to Different Sensor Placements on the Sternum
Kouhyar Tavakolian
Associate Professor
14:00 - 15:00    Session SB3 - Blood Pressure Regulation and Variability
Chair: Vlasta Bari
Co-Chair: Massimo Rivolta
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
14:30 - 14:45    Session SB3, ID 109 - Aortic Pressure Forecasting with Deep Sequence Learning
Eliza Huang1, Rui Wang1, Uma Chandrasekaran2, Rose Yu1
1Northeastern University, 2AbioMed
14:45 - 15:00    Session SB3, ID 235 - Baroreflex Sensitivity Evolution before Weaning From Mechanical Ventilation
Pablo Armañac1, David Hernando2, Jesus Lazaro2, Candelaria de Haro3, Rudys Magrans4, Leonardo Sarlabous5, Josefina López-Aguilar5, Pablo Laguna6, Eduardo Gil2, Lluis Blanch5, Raquel Bailón7
1BSICoS, University of Zaragoza, 2University of Zaragoza, 3Hospital Universitari Parc Tauli, 4BetterCare, 5Hospital Universitari Parc Taulí, 6Zaragoza University, 7I3A, IIS, Universidad de Zaragoza, CIBER-BBN
14:00 - 15:00    Session SB4 - Arrhythmogenesis in acute ischemia and post-infarction substrate
Chair: Hermenegild Arevalo
Co-Chair: Olivier Meste
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
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
Chair: Stefano Severi
Co-Chair: Rob MacLleod
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
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
16:00 - 16:30    Awards and Closing Remarks
Chair: Rob MacLeod