CinC 2022: Program

CinC 2022: Program

Oral sessions : Sxxx & Poster sessions : Pxxx

Monday, September 5, 2022
8:30 - 8:45    Welcome to CinC 2022

PDF Abstract
8:45 - 10:15    Session RDYIA - Rosanna Degani Young Investigator Finals
8:45 - 9:05    Session RDYIA, ID 57 - Exploring Role of Accessory Pathway Location in Wolff-Parkinson-White Syndrome in a Model of Whole Heart Electrophysiology
Karli Gillette1, Matthias Gsell2, Stefan Kurath-Koller3, Anton Prassl1, Gernot Plank1
1Gottfried Schatz Research Center - Medical University of Graz, 2Medical University of Graz, 3Division of Cardiology, Department of Medicine, Medical University of Graz, Graz, Austria
9:05 - 9:25    Session RDYIA, ID 240 - A Human-Based Computational Investigation Into Sarcomeric and Ionic Remodelling in Hypertrophic Cardiomyopathy
Alex Lipov, Francesca Margara, Xin Zhou, Blanca Rodriguez, Alfonso Bueno-Orovio
University of Oxford
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9:25 - 9:45    Session RDYIA, ID 325 - The Effect of Segmentation Variability in Forward ECG Simulation
Beata Ondrusova1, Machteld Boonstra2, Jana Svehlikova3, Dana Brooks4, Peter van Dam5, Ali Rababah6, Akil Narayan7, Rob MacLeod7, Nejib Zemzemi8, Jess Tate7
1Institute of Measurement Science, 2University Medical Center Utrecht, 3Institute of Measurement Science, SAS, 4Northeastern University, 5UMC Utrecht, 6Jordanian Royal Medical Services, 7University of Utah, 8Inria Bordeaux Sud-Ouest
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9:45 - 10:05    Session RDYIA, ID 324 - Model-based and Unsupervised Machine-learning Approaches for the Characterization of Responder Profiles for Cardiac Resynchronization Therapy
Marion Taconné1, Virginie Le Rolle2, Alban Gallard2, Kimi Owashi3, Adrien al Wazzan3, Elena Galli3, Jens-Uwe Voigt4, Jurgen Duchenne4, Otto Smiseth5, Erwan Donal3, Alfredo Hernandez6
1LTSI INSERM, 2LTSI - INSERM U1099 - Université de Rennes 1, 3Univ Rennes, CHU Rennes, Inserm, LTSI – UMR 1099, F-35000 Rennes, France, 4Department of Cardiovascular Disease, KU Leuven, Leuven, Belgium, 5Center for Cardiological Innovation and Department of Cardiology, Oslo University Hospital, Oslo, Norway, 6INSERM - LTSI U 1099
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10:15 - 10:45    Coffee break
10:45 - 12:15    Session S21 - ECG- Analysis: Ischemia and COVID-19

10:45 - 11:00    Session S21, ID 416 - Comparing the Efficacy of Electrocardiographic Leads in Recovery Phase in Detecting Coronary Artery Disease in Women
Serkalem Beyene1, Kjell Nikus2, Terho Lehtimäki3, Mika Kähönen4, Jari Viik3
1Faculty of Medicine and Health Technology, Tampere University, 22Heart Center, Tampere University Hospital, Finland, 31Faculty of Medicine and Health Technology, Tampere University, Finland, 43Department of Clinical Physiology, Tampere University Hospital, and Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
11:00 - 11:15    Session S21, ID 216 - The Role of Beta-1 Receptors in the Response to Myocardial Ischemia
Lindsay Rupp, Brian Zenger, Jake Bergquist, Anna Busatto, Rob MacLeod
University of Utah
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11:15 - 11:30    Session S21, ID 299 - Application of Synthesized ECG Leads for Real-Time Ischemia Monitoring – From Basic ST-Segment Monitoring to Cardiac Multi-Modality Imaging Analysis
John Wang1 and Milan Horáček2
1Philips Healthcare, 2Dalhausie University, Halifax, NS, Canada
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11:30 - 11:45    Session S21, ID 276 - Machine learning based classification of ischemic and non- ischemic exercise stress test ECG
Dibya Chowdhury, Bala Chakravarthy Neelapu, Kunal Pal, Sivaraman Jayaraman
National Institute of Technology Rourkela
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11:45 - 12:00    Session S21, ID 208 - Initial Reference Values of Electrocardiographic Alternans by Enhanced Adaptive Matched Filter
Ilaria Marcantoni, Erica Iammarino, Agnese Sbrollini, Micaela Morettini, Laura Burattini
Università Politecnica delle Marche
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12:00 - 12:15    Session S21, ID 196 - A CNN for Covid Detection using ECG signals
Federico Muscato1, Valentina Corino2, Massimo W Rivolta3, Pietro Cerveri2, Antonio Sanzo4, Alessandro Vicentini4, Roberto Sassi3, Luca Mainardi2
1Department of Electronics, Information and Bioengineering, Politecnico di Milano, 2Politecnico di Milano, 3Dipartimento di Informatica, Università degli Studi di Milano, 4Arrhythmia and Electrophysiology, and Coronary Care Unit, Fondazione IRCCS Policlinico S. Matteo
10:45 - 12:15    Session S22 - Atrial Arrhythmias: Electrocardiography

10:45 - 11::00    Session S22, ID 32 - Drug Dependent Circadian Variations in AV-nodal Properties During Atrial Fibrillation
Mattias Karlsson1, mikael wallman2, Pyotr Platonov1, Sara Ulimoen3, Frida Sandberg1
1Lund University, 2fraunhofer-chalmers centre, 3Vestre Viken Hospital Trust, Bærum Hospital
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11:00 - 11:15    Session S22, ID 59 - Estimation of f-wave Dominant Frequency Using a Voting Scheme
Shany Biton1, Mahmoud Suleiman2, Leif Sornmo3, Joachim A. Behar4
1Faculty of Biomedical Engineering, Technion-IIT, 2Department of Cardiology, Rambam Medical Center and Technion The Ruth and Bruce Rappaport, 3Department of Biomedical Engineering, Lund University, 4Technion-IIT
11:15 - 11:30    Session S22, ID 61 - ArNet-ECG: Deep Learning for the Detection of Atrial Fibrillation from the Raw Electrocardiogram
Noam Ben-Moshe1, Shany Biton2, Joachim A. Behar3
1Faculty of Computer Science, Technion-IIT, 2Faculty of Biomedical Engineering, Technion-IIT, 3Technion-IIT
11:30 - 11:45    Session S22, ID 81 - Tilt-Induced Changes in RR Series Characteristics: An AV Node Simulation Study
Felix Plappert1, mikael wallman2, Pyotr Platonov1, Sten Östenson3, Frida Sandberg1
1Lund University, 2fraunhofer-chalmers centre, 3Department of Internal Medicine and Department of Clinical Physiology, Central Hospital Kristianstad
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11:45 - 12:00    Session S22, ID 124 - Improving Clinical ECG-based Atrial Fibrosis Quantification With Neural Networks Through in silico P waves From an Extensive Virtual Patient Cohort
Claudia Nagel1, Johannes Osypka1, Laura Anna Unger1, Deborah Nairn2, Armin Luik3, Reza Wakili4, Olaf Doessel5, Axel Loewe6
1Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 2Karlsruhe Institute of Technology, 3Medizinische Klinik IV, Staedtisches Klinikum Karlsruhe, 4Department of Cardiology, University Hospital Essen, 5Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 6Karlsruhe Institute of Technology (KIT)
12:00 - 12:15    Session S22, ID 171 - Reproducibility of machine learning models for paroxysmal atrial fibrillation onset prediction
Cédric Gilon1, Jean-Marie Grégoire1, Jérome Hellinckx1, Stéphane Carlier2, Hugues Bersini1
1Université Libre de Bruxelles, 2Université de Mons
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10:45 - 12:15    Session S23 - Heart Rate Variability in Antepartum and Peripartum

10:45 - 11:00    Session S23, ID 268 - The Nonlinear Dynamic Response of Fetal Heart Rate to Intrapartum Uterine Pressure
Johann Vargas-Calixto1, Yvonne Wu2, Michael Kuzniewicz3, Marie-Coralie Cornet2, Heather Forquer3, Lawrence Gerstley3, Emily Hamilton4, Philip Warrick4, Robert Kearney1
1McGill University, 2University of California, 3Kaiser Permanente, 4PeriGen Canada, McGill University
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11:00 - 11:15    Session S23, ID 271 - Longitudinal Assessment of Fetal Heart Rate Variability During Pregnancy
Maretha Bester1, Rohan Joshi2, Massimo Mischi1, Judith van Laar3, Rik Vullings1
1Eindhoven University of Technology, 2Philips Research, 3Máxima Medical Center
11:15 - 11:30    Session S23, ID 300 - Influence of Gestational Diabetes on Fetal Heart Rate in Antepartum Cardiotocographic Recordings
Giulio Steyde1, Beniamino Daniele1, Edoardo Spairani2, Giovanni Magenes2, Maria Signorini1
1Politecnico di Milano. Department of Electronics, Information and Bioengineering (DEIB), 2University of Pavia. Department of Electrical, Computer and Biomedical Engineering,
11:30 - 11:45    Session S23, ID 305 - Model-Based Analysis of Apnea-Bradycardias in Newborns
Orlane Duport1, Virginie Le Rolle2, Gustavo Guerrero3, Alain Beuchée4, Alfredo Hernandez5
1Univ Rennes, Inserm, LTSI - UMR 1099, 2LTSI - INSERM U1099 - Université de Rennes 1, 3Université de Rennes 1, 4LTSI UMR 1099, 5INSERM - LTSI U 1099
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11:45 - 12:00    Session S23, ID 344 - Assessing Intrapartum Risk of Hypoxic-Ischemic Encephalopathy using Fetal Heart Rate with Long Short-term Memory Networks
Derek Kweku DEGBEDZUI1, Michael Kuzniewicz2, Cornet Marie-Coralie3, Yvonne Wu3, Heather Forquer2, Lawrence Gerstley2, Emily Hamilton4, Doina Precup1, Philip Warrick4, Robert Kearney1
1McGill University, 2Kaiser Permanente, 3University of California, 4PeriGen Inc., McGill University
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12:00 - 12:15    Session S23, ID 402 - Use of AI algorithms to assess heart rate variability in IUGR and normal children
Taher Biala1, Sau Vana2, Joao .A. Lobo Marques3, Ye Lia4, Fernando Schlindwein1
1University of Leicester, 2Chinese Academy of Sciences, Shenzhen, China, 3University of Saint Joseph,, 4Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences,
10:45 - 12:15    Session S24 - Cardiovascular Imaging

10:45 - 11:00    Session S24, ID 387 - A new computer-aided solution for the automatic detection of metal stent struts in follow-up evaluation in OCT images.
Zofia Schneider1, Elżbieta Pociask1, Klaudia Proniewska2
1BioMedical Imaging Science Club, Department of Biocybernetics and Biomedical Engineering, AGH University of Science and Technology, Kraków, Poland, 2Department of Bioinformatics and Telemedicine, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
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11:00 - 11:15    Session S24, ID 428 - Assessment of Transcatheter heart valve Migration and Embolization Risk Following Valve-in-MAC
Sam Hill, Alistair Young, Ronak Rajani, Adelaide De Vecchi
King's College London
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11:15 - 11:30    Session S24, ID 22 - An Automated Pipeline to Create Patient Specific 3D LV Geometry Models of Patients with Mitral Annular Disjunction
Gabriel Balaban1, Eivind Aabel2, Margareth Ribe2, Anna Castrini2, Kristina Haugaa2, Mary Maleckar1
1Simula Research Laboratory, 2Oslo University Hospital
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11:30 - 11:45    Session S24, ID 197 - Weakly-Supervised Deep learning for Left Ventricle Fibrosis Segmentation in Late Gadolinium Enhanced Cardiac MRI using Image Level Labels.
Roel Klein1, Florence van Lieshout2, Maarten Kolk3, Kylian van Geijtenbeek3, Fleur Tjong3, Romy Vos3, Samuel Ruipérez-Campillo4, Ruibin Feng4, Brototo Deb4, Prasanth Ganesan4, Reinoud Knops3, Ivana Isgum5, Sanjiv Narayan4, Erik Bekkers6, Bob de Vos5
1Department of Cardiology, Amsterdam Medical Centers (location AMC), University of Amsterdam, 2Department of Cardiology, Amsterdam University Medical Centers, University of Amsterdam, 3Department of Cardiology, Amsterdam University Medical Centers (location AMC), University of Amsterdam, 4Department of Medicine, Stanford University, 5Department of Biomedical Engineering, Amsterdam Universitair Medische Centra, University of Amsterdam, 6Faculty of Science, University of Amsterdam
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11:45 - 12:00    Session S24, ID 371 - A New Approach to Derive a Dynamic Anatomical Model of the Left Atrium from 3D Echocardiography in Atrial Fibrillation
Matteo Falanga1, Sachal Hussain1, Matteo Lisi2, Corrado Tomasi2, Claudio Fabbri1, Cristiana Corsi1
1University of Bologna, 2AUSL della Romagna
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12:00 - 12:15    Session S24, ID 357 - Regional Segmentation of the Left Atrium: A Preliminary Test in Atrial Fibrillation Patients
Sachal Hussain, Matteo Falanga, Claudio Fabbri, Cristiana Corsi
University of Bologna
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12:15    Social Event
Tuesday, September 6, 2022
8:30 - 10:00    Session S31 - ECG-Analysis: SCD and LVH

8:30 - 8:45    Session S31, ID 270 - Automated algorithm for QRS detection during pulseless electrical activity in cardiac arrest patients
Jon Urteaga1, Andoni Elola2, Elisabete Aramendi3, Anders Norvik4, Eirik Unneland4, Eirik Skogvoll4
1Universidad del Pais Vasco, 2University of the Basque Country, 3UPV/EHU, 4Norwegian University of Science and Technology
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8:45 - 9:00    Session S31, ID 40 - A QT Interval Inaccuracy Index for Highly Automated TQT Studies
Mously Diaw1, Stéphane Papelier2, Alexandre Durand-Salmon2, Jacques Felblinger3, Julien Oster3
1Banook Group - IADI, U1254, Inserm, Université de Lorraine, 2Banook Group, 3IADI, U1254, Inserm, Université de Lorraine
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9:00 - 9:15    Session S31, ID 286 - Classifying Left Ventricular Hypertrophy from Extracted Morphological Electrocardiogram Biomarkers using Random Forest
Hafiz Naderi1, Julia Ramírez2, Stefan van Duijvenboden1, Esmeralda Ruiz Pujadas3, Lin Wang1, Karim Lekadir3, Steffen Petersen1, Patricia Munroe1
1Queen Mary University of London, 2Queen Mary University London, 3University of Barcelona
9:15 - 9:30    Session S31, ID 49 - Arrhythmia detection using spiking variable projection neural networks
Peter Kovacs1 and Kaveh Samiee2
1Eötvös Loránd University, 2GE Healthcare
9:30 - 9:45    Session S31, ID 190 - A movement-artefact-free heart-rate prediction system
Maarten Thoonen, Peter Veltink, Frank Halfwerk, Robby van Delden, Ying Wang
University of Twente
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9:45 - 10:00    Session S31, ID 52 - Scalable, Multiplatform, and Autonomous ECG Processor Supported by AI for Telemedicine Center
Filip Plesinger1, Adam Ivora1, Eniko Vargova1, Radovan Smisek1, Jan Pavlus1, Petr Nejedly2, Veronika Bulkova3, Roman Kozubik4, Josef Halamek5, Pavel Jurak1
1Institute of Scientific Instruments of the CAS, 2Institute of Scientific Instruments of the Czech Academy of Science, 3Medical Data Trasnfer, s. r. o., 4Medical Data Transfer, s. r. o., 5Institute of Scientific Instruments, CAS, CZ
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8:30 - 10:00    Session S32 - Atrial Arrhythmias: Endocardiography 1

8:30 - 8:45    Session S32, ID 83 - Electrogram analysis reveals ionic current dysregulation relevant for atrial fibrillation
Albert Dasí1, Claudia Nagel2, Axel Loewe3, Julia Camps1, Alfonso Bueno-Orovio1, Blanca Rodriguez1
1University of Oxford, 2Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 3Karlsruhe Institute of Technology (KIT)
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8:45 - 9:00    Session S32, ID 176 - Estimation of the Atrial Activity from Electrograms – a Beamforming Perspective
Tijs Moree1, Mathijs van Schie2, Natasja de Groot2, Richard Hendriks1
1Delft University of Technology, 2Erasmus University Medical Center
9:00 - 9:15    Session S32, ID 247 - The effects of electrode configuration on omnipolar signals: An in-silico approach
Jothi Letchumy Mahendra Kumar1, Joe Brook1, Konstantinos Ntagiantas1, Dimitrios Panagopoulos1, Nicholas S Peters1, Danya Agha-Jaffar1, Norman Qureshi1, Rasheda Chowdhury1, Chris Cantwell2
1NHLI, Imperial College London, 2Department of Aeronautics, Imperial College London
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9:15 - 9:30    Session S32, ID 347 - In Vivo Analysis of Conduction Pattern Dynamics: System Development and Application Using OpenEP
Ali Gharaviri1, Louisa O’Neill2, Paul Smith2, Caroline Roney3, Neil Grub4, Matthew Wright3, Mark O’Neill3, Steven Williams1
1University of Edinburgh, 2Kings College London, 3King's College London, 4NHS Lothian
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9:30 - 9:45    Session S32, ID 366 - Rotors drift toward and stabilize in low power regions in heterogeneous models of atrial fibrillation
Laura Martinez-Mateu1, Javier Saiz2, Omer Berenfeld3
1URJC, 2UPV, 3University of Michigan
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9:45 - 10:00    Session S32, ID 375 - Unipolar R:S Development in Chronic Atrial Fibrillation
Eric Paccione, Bram Hunt, Eugene Kwan, Derek Dosdall, Rob MacLeod, Ravi Ranjan
University of Utah
8:30 - 10:00    Session S33 - Methods for Heart Rate and Cardiovascular Variability Analysis

8:30 - 8:45    Session S33, ID 80 - Automatic arousal detection using heart rate from a single-lead electrocardiogram
Franz Ehrlich, Johannes Bender, Hagen Malberg, Miriam Goldammer
TU Dresden
8:45 - 9:00    Session S33, ID 147 - Quantifying the Autonomic Nervous System influence on Heart Rate Turbulence using Partial Least Squares Path Modeling
Helena Puente-Díaz1, Rafael García-Carretero2, Rebeca Goya-Esteban3, Óscar Barquero-Pérez4
1Dpt. Signal Theory and Communications. University Rey Juan Carlos, 2Unidad Medicina Interna Hospital Universitario de Móstoles, 3Universidad Rey Juan Carlos, 4University Rey Juan Carlos
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9:00 - 9:15    Session S33, ID 209 - Characterization of Heart Rate Variability Dynamics in Heart Failure Patients Admitted to Intensive Care Unit
Maximiliano Mollura1, Christian Niklas2, Stefanie Messner1, Markus Weigand2, Jan Larmann2, Riccardo Barbieri1
1Politecnico di Milano, 2Heidelberg University Hospital
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9:15 - 9:30    Session S33, ID 211 - Listening effort: cardiovascular investigation through the point process
Edoardo Maria Polo1, Maximiliano Mollura2, Alessia Paglialonga3, Riccardo Barbieri2
1Sapienza, University of Rome, 2Politecnico di Milano, 3National Research Council of Italy (CNR), Institute of Electronics, Information Engineering and Telecommunications (IEIIT), Milano, Italy
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9:30 - 9:45    Session S33, ID 273 - Transfer Entropy between RR and QT Intervals in Long QT Syndrome
Jiyeong Kim, Matias Kanniainen, Ilya Potapov, Esa Rasanen
Tampere University
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9:45 - 10:00    Session S33, ID 303 - Transfer Function Gain Between Heart Period and QT Interval Variability Decreases at a 10-year Follow-up in Half-Marathon Runners
Beatrice De Maria1, Vlasta Bari2, Beatrice Cairo2, Francesca Gelpi2, Daniela Lucini3, Massimo Pagani4, Mara Malacarne3, Aparecida Maria Catai5, Mariana de Oliveira Gois5, Francesca Perego6, Laura Adelaide Dalla Vecchia6, Alberto Porta2
1IRCCS Istituti Clinici Scientifici Maugeri, Milan, 2Department of Biomedical Sciences for Health, University of Milan, 3University of Milan, BIOMETRA Department, 4Exercise Medicine Unit, IRCCS, Istituto Auxologico Italiano, 5Department of Physical Therapy, Federal University of São Carlos, 6IRCCS Istituti Clinici Scientifici Maugeri
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8:30 - 10:00    Session S34 - Special Session: Non-invasive blood pressure monitoring

8:30 - 9:00    Session S34, ID 430 - Non-Invasive Blood Pressure Monitoring: The Role of Signal Processing and Deep Learning for Systemic and Pulmonary Pressure Estimation
Pietro Cerveri1 and Francesco Renna2
1Politecnico di Milano, 2INESC TEC, Faculdade de Ciências da Universidade do Porto
9:00 - 9:15    Session S34, ID 42 - Porcine model for validation of noninvasive estimation of pulmonary artery pressure
Samuel Emil Schmidt1, Mathias Dolmer1, John Hansen1, Johannes Struijk1, Peter Søgaard2, Benedict Kjærgaard3
1Aalborg university, 2Aalborg University Hospital, 3Aalborg University Hospital
9:15 - 9:30    Session S34, ID 295 - Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds
Alex Gaudio1, Miguel Coimbra2, Aurélio Campilho3, Asim Smailagic1, Samuel Emil Schmidt4, Francesco Renna2
1Carnegie Mellon University, 2INESC TEC, Faculdade de Ciências da Universidade do Porto, 3INESC TEC, Faculdade de Engenharia da Universidade do Porto, 4Aalborg university
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9:30 - 9:45    Session S34, ID 429 - End-to-end deep learning and sensor fusion for non-invasive BP monitoring using multivariate physiological signals
Pietro Cerveri1, Mattia Sarti1, Matteo Rossi1, Giulia Alessandrelli1, Carolina Lombardi2, Luca Mainardi1
1Politecnico di MILANO, 2Istituto Auxologico Italiano
9:45 - 10:00    Session S34, ID 433 - Final discussion
Francesco Renna1 and Pietro Cerveri2
1INESC TEC, Faculdade de Ciências da Universidade do Porto, 2Politecnico di MILANO
10:00 - 10:15    Coffee break
10:15 - 11:45    Session S41 - ECG Analysis: Signal Processing Techniques

10:15 - 10:30    Session S41, ID 168 - Multichannel ECG Filtering: Source Consistency Filtering, Eigenfiltering and Traditional Methods
Lorenzo Bachi1, Maurizio Varanini2, Lucia Billeci3
1Institute of Life Sciences, Sant’Anna School of Advanced Studies, 2Institute of Clinical Physiology, National Research Council (CNR), 3Institute of Clinical Physiology, National Research Council of Italy (CNR)
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10:30 - 10:45    Session S41, ID 230 - Ultra-high Frequency Deep-learning Beat Detector Delivering QRS Onsets and Offsets
Zuzana Koscova1, Radovan Smisek2, Petr Nejedly3, Josef Halamek4, Pavel Jurak1, Pavel Leinveber5, Karol Curila6, Filip Plesinger1
1Institute of Scientific Instruments of the CAS, 2Brno University of Technology, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering, 3Institute of Scientific Instruments of the Czech Academy of Science, 4Institute of Scientific Instruments, CAS, CZ, 5ICRC at St. Anne´s University Hospital, Brno, Czechia, 6Cardiocenter FNKV and 3rd Faculty of Medicine in Prague
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10:45 - 11:00    Session S41, ID 365 - Influence of the Training Set Size on the Subject-to-Subject Variability of the Estimation Performance of Linear ECG-Lead Transformations
Daniel Guldenring1, Dewar Finlay2, Raymond Bond2, Alan Kennedy3, Peter Doggart4, James McLaughlin2
1HS Kempten, 2Ulster University, 3PulseAI Ltd, 4PulseAI
11:00 - 11:15    Session S41, ID 367 - Novel Method for Orientation-Independent Analysis in Equi-Spaced Multi-Electrode Arrays
Izan Segarra1, Samuel Ruiperez-Campillo2, Francisco Castells3, Jose Millet3
1BioITACA-UPV, 2Stanford University, 3ITACA Institute, Universitat Politecnica de Valencia
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11:15 - 11:30    Session S41, ID 380 - Adaptive filtering methods for ECG waveform restoration during cardiopulmonary resuscitation
Alvaro Iza1, Andoni Elola2, Iraia Isasi1, Elisabete Aramendi1, Trygve Eftestøl3, Jo Johansen4, Lars Wik3
1UPV/EHU, 2University of the Basque Country, 3University of Stavanger, 4Oslo University Hospital
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11:30 - 11:45    Session S41, ID 157 - A New DDE Smoothing Filter for ECG Signal Denoising
Arman Kheirati Roonizi1 and Roberto Sassi2
1University of milan, 2Dipartimento di Informatica, Università degli Studi di Milano
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10:15 - 11:45    Session S42 - Atrial Arrhythmias: Endocardiography 2

10:15 - 10:30    Session S42, ID 70 - Computational Study of the Effects of AF-related Genetic Mutations in 3D Human Atrial Model
Rebecca Belletti1, Lucía Romero2, Javier Saiz3
1Centro de Investigación e Innovación en Bioingeniería(CI2B),Universitat Politècnica de València, 21Centro de Investigación e Innovación en Bioingeniería (Ci2B), Universitat Politècnica de València,, 3Centro de Investigación e Innovación en Bioingeniería (Ci2B), Universitat Politècnica de València
10:30 - 10:45    Session S42, ID 97 - Thrombogenesis and Hemodynamics in Left Atrium Under Atrial Fibrillation: Preliminary Analysis of a Computational Study
João Lameu1 and Joao Salinet2
1UFABC, CECS, 2HEartLab, Federal University of ABC
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10:45 - 11:00    Session S42, ID 306 - Location of rotor and ectopic's atrial fibrillation mechanisms: a computational study using 2D Discrete Helmholtz Hodge Decomposition
Italo Sandoval Ramos de Oliveira1, John Sims2, Joao Salinet3
1Universidade Federal do ABC, 2Biomedical Engineering, Engineering Modelling and Applied Social Sciences Center, Federal University of ABC, Sao Paulo, Brazil, 3HEartLab, Federal University of ABC
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11:00 - 11:15    Session S42, ID 342 - Reducing Noise in Atrial Fibrillation Electrograms Using Autoencoder Neural Networks
Samuel Ruiperez-Campillo1, Brototo Deb1, Prasanth Ganesan1, Ruibin Feng1, Fleur Tjong1, Maarten Kolk2, Paul Clopton1, Albert Rogers1, Sanjiv Narayan1
1Stanford University, 2Amsterdam UMC
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11:15 - 11:30    Session S42, ID 352 - Local Conduction Velocity Estimation during Wave-front Collisions and Reentrant Scenarios
Ismael Hernández-Romero1, Carlos Fambuena Santos2, Clara Herrero Martín3, Andreu M. Climent3, Maria de la Salud Guillem Sánchez3
1ITACA Institute, Universitat Politècnica de València, 2UPV, 3Universitat Politècnica de València
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11:30 - 11:45    Session S42, ID 394 - Incidence of Distinct Repetitive Atrial Activation Patterns as a Metric for Atrial Fibrillation Complexity
Ozan Özgül1, Ben Hermans1, Arne van Hunnik1, Sander Verheule1, Ulrich Schotten1, Pietro Bonizzi2, Stef Zeemering1
1Maastricht University, 2Department of Data Science and Knowledge Engineering, Maastricht University
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10:15 - 11:45    Session S43 - Photoplethysmography I

10:15 - 10:30    Session S43, ID 23 - Pulse Wave Analysis of Photoplethysmography Signals to Enhance Classification of Cardiac Arrhythmias
Loïc Jeanningros1, Fabian Braun1, Jérôme Van Zaen1, Mathieu Le Bloa2, Alessandra Porretta2, Cheryl Teres2, Claudia Herrera2, Giulia Domenichini2, Patrice Carroz2, Denis Graf2, Patrizio Pascale2, Jean-Marc Vesin3, Jean-Philippe Thiran3, Etienne Pruvot2, Mathieu Lemay1
1CSEM, 2CHUV, 3EPFL
10:30 - 10:45    Session S43, ID 120 - Effect of Oxygen Concentration Reduction on Photoplethysmographic Morphological Characteristics
Yang Li1, Jianqing Li1, Zhengtao Cao2, Chengyu Liu1
1Southeast University, 2Air Force Medical Center, PLA
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10:45 - 11:00    Session S43, ID 135 - Effect of Filtering on Pulse Wave Transit Time Measured by Photoplethysmography
Shangdi Liao1, Fei Chen1, Haipeng Liu2, Dingchang Zheng2
1Southern University of Science and Technology, 2Coventry University
File
11:00 - 11:15    Session S43, ID 237 - Movement, sweat, and wristband fit as sources of heart rate inaccuracy in wearable devices
Michele Orini1, Gabrielle Guvensen2, Alexandra Jamieson3, Nishi Chaturvedi2, Alun Hughes2
1University College London, Department of Mechanical Engineering, 2University College London, 3UCL
File
11:15 - 11:30    Session S43, ID 219 - Non-contact Measurement of Respiration Rate With Camera-based Photoplethysmography During Rest and Mental Stress
Hannes Ernst, Hagen Malberg, Martin Schmidt
TU Dresden
File
11:30 - 11:45    Session S43, ID 316 - "Coronary Health Index (CHI) as a Determinant for Arterial Stenosis, derived Using PPG and ECG Signals"
Poulomi Pal1 and Manjunatha Mahadevappa2
1Indian Institute of Technology Kharagpur, 2IIT Kharagpur
10:15 - 11:45    Session S44 - Special Session: Addressing and assessing uncertainty in cardiac simulations
10:15 - 10:45    Session S44, ID 386 - Methods and Tools for Uncertainty Quantification: Applications and Impact on Cardiac Models
Jess Tate1, Akil Narayan1, Dana Brooks2
1University of Utah, 2Northeastern University
10:45 - 11:00    Session S44, ID 361 - Parametric Uncertainty Quantification in Electrocardiographic Forward and Inverse Problems
Jake Bergquist1, Lindsay Rupp1, Dana Brooks2, Jess Tate1, Rob MacLeod1, Akil Narayan1
1University of Utah, 2Northeastern University
11:00 - 11:15    Session S44, ID 283 - A Workflow for Probabilistic Calibration of Models of Left Atrial Electrophysiology
Richard Clayton1, Samuel Coveney2, Cesare Corrado3, Caroline Roney3, Richard Wilkinson4, Jeremy Oakley1, steven niederer3
1University of Sheffield, 2University of Leeds, 3King's College London, 4University of Nottingham
11:15 - 11:30    Session S44, ID 425 - Uncertainty Quantification of Cardiac Position on Deep Graph Network ECGI
Xiajun Jiang1, Jess Tate2, Jake Bergquist2, Akil Narayan2, Rob MacLeod2, Linwei Wang1
1Rochester Institute of Technology, 2University of Utah
File
11:30 - 11:45    Session S44, ID 434 - Final discussion
Akil Narayan
University of Utah
11:45 - 12:30    Lunch
12:30 - 14:00    Session S51 - ECG Analysis: Clinical Applications

12:30 - 12:45    Session S51, ID 87 - Multi-Class ECG Feature Importance Rankings: Cardiologists vs. Algorithms
Philip Aston1, Temesgen Mehari2, Alen Bosnjakovic3, Peter Harris4, Ashish Sundar4, Steven Williams5, Axel Loewe6, Claudia Nagel7, Nils Strodthoff8, Olaf Doessel9
1University of Surrey / National Physical Laboratory, 2Heinrich Hertz Institute, 3Institute of Metrology of Bosnia and Herzegovina, 4National Physical Laboratory, 5University of Edinburgh, 6Karlsruhe Institute of Technology (KIT), 7Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 8University of Oldenburg, 9Institute of Biomedical Engineering, Karlsruhe Institute of Technology
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12:45 - 13:15    Session S51, ID 432 - Aspects of ischemia detection in the ECG in acute coronary syndromes: Clinician's perspective.
Kjell Nikus
Heart Center, Tampere University Hospital
13:15 - 13:30    Session S51, ID 281 - Classification of Fetal Behavioral States by employing 1D-CNN based on Fetal Electrocardiography
Amna Samjeed, Maisam Wahbah, Leontios Hadjileontiadis, Ahsan Khandoker
Khalifa University
File
13:30 - 13:45    Session S51, ID 136 - Electrophysiological Simulation Of Maternal-Fetal ECG on a 3D Maternal Torso Model
Julie Johanne Uv and Hermenegild Arevalo
Simula Research Laboratory
File
13:45 - 14:00    Session S51, ID 170 - Employing Support Vector Machine Regression to Estimate the Fetal Gestational Age
Maisam Wahbah1, Raghad Al Sakaji1, Kiyoe Funamoto1, Anita Krishnan2, Yoshiyuki Kasahara3, Yoshitaka Kimura3, Ahsan Khandoker1
1Khalifa University, 2Children’s National Hospital, 3Tohoku University Graduate School of Medicine
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12:30 - 14:00    Session S52 - Atrial Arrhythmias

12:30 - 12:45    Session S52, ID 53 - Spectral Distribution Complexity of the Surface Fibrillatory Waves Predicts Post-Catheter Ablation Relapse in Persistent Atrial Fibrillation
Pilar Escribano Cano1, Juan Ródenas2, Manuel García2, Miguel A Arias3, José J Rieta4, Raul Alcaraz5
1Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha, Cuenca, Spain, 2Universidad de Castilla-La Mancha, 3Cardiac Arrhythmia Department, Hospital Virgen de la Salud, Toledo, Spain, 4BioMIT.org, Universitat Politecnica Valencia, 5University of Castilla-La Mancha
File
12:45 - 13:00    Session S52, ID 56 - Atrial Fibrillation Recurrence Risk Prediction from 12-lead ECG Recorded Pre- and Post-Ablation Procedure
Eran Zvuloni1, Sheina Gendelman1, Sanghamitra Mohanty2, Jason Lewen3, Andrea Natale2, Joachim A. Behar4
1Faculty of Biomedical Engineering, Technion-IIT, 2Texas Cardiac Arrhythmia Institute, St David’s Medical Center, 3BioSig Technologies Inc., 4Technion-IIT
13:00 - 13:15    Session S52, ID 236 - Towards the Prediction of Atrial Fibrillation Based on Interpretable ECG Features
Alexander Hammer, Hagen Malberg, Martin Schmidt
TU Dresden
13:15 - 13:30    Session S52, ID 326 - Novel electrogram-based features for the classification between paroxysmal and persistent atrial fibrillation during sinus rhythm
Hanie Moghaddasi1, Borbala Hunyadi1, Alle-Jan van der Veen1, Natasja de Groot2, Richard Hendriks1
1TU Delft, 2Erasmus MC
File
13:30 - 13:45    Session S52, ID 396 - Effects of Acetylcholine Release and Spatial Distribution on the Frequency of Atrial Reentrant Circuits: a Computational Study.
Chiara Celotto1, Carlos Sánchez2, Jose F Rodriguez Matas3, Pablo Laguna4, Esther Pueyo1
1University of Zaragoza, 2Centro Universitario de la Defensa de Zaragoza, 3Politecnico di Milano, 4Zaragoza University
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13:45 - 14:00    Session S52, ID 424 - Autocorrelation function for predicting arrhythmic recurrences in patients undergoing persistent atrial fibrillation ablation
Raquel Cervigón1, Eduardo Franco2, Cristina Lozano2, Javier Moreno2
1UCLM, 2Hospital Ramón y Cajal
12:30 - 14:00    Session S53 - Modeling Ion channels and Cells

12:30 - 12:45    Session S53, ID 91 - Contribution of the Slow Delayed Rectifier K+ current to Pacemaker Activity of the Human Sinoatrial Node
Arie Verkerk and Ronald Wilders
Academic Medical Center, University of Amsterdam
File
12:45 - 13:00    Session S53, ID 228 - An in Silico Investigation into the Role of SK Channels in Failing Ventricular Myocytes
Marta Gomez1, Jesús Carro1, Esther Pueyo2, Violeta Monasterio1
1Universidad San Jorge, 2University of Zaragoza
File
13:00 - 13:15    Session S53, ID 410 - Controllability of Voltage- and Calcium-Driven Alternans in a Cardiac Ionic Model
Laura Munoz1, Mark Ampofo1, Elizabeth Cherry2
1Rochester Institute of Technology, 2Georgia Institute of Technology
13:15 - 13:30    Session S53, ID 101 - Numerical Simulations Indicate IK1 Dynamic Clamp Can Unveil the Phenotype of Cardiomyocytes Derived from Induced Pluripotent Stem Cells
Sofia Botti1, Chiara Bartolucci2, Claudia Altomare3, Lucio Barile3, Rolf Krause4, Luca Pavarino1, Stefano Severi2
1University of Pavia, 2University of Bologna, 3Cardiocentro Ticino Institute - EOC, 4Euler Institute - USI
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13:30 - 13:45    Session S53, ID 195 - Electromechanical Coupling in Human Atrial Cardiomyocytes: Force-Frequency Relationship Study
Fazeelat Mazhar1, Francesco Regazzoni2, Chiara Bartolucci1, Cristiana Corsi1, Luca Dede2, Alfio Quarteroni3, Stefano Severi1
1University of Bologna, 2Politecnico di Milano, 3École Polytechnique Fédérale de Lausanne
13:45 - 14:00    Session S53, ID 50 - Mechanical Translation of Electrical Abnormalities with a New Electromechanical Model of Human Ventricular Cell
Chiara Bartolucci1, Mohamadamin Forouzandehmehr2, Michelangelo Paci2, Stefano Severi1
1University of Bologna, 2Tampere University
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12:30 - 14:00    Session S54 - The George B. Moody PhysioNet Challenge 2022 - I

12:30 - 12:45    Session S54, ID 109 - Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022
Matthew Reyna1, Yashar Kiarashinejad1, Andoni Elola2, Jorge Oliveira3, Francesco Renna4, Annie Gu1, Nadi Sadr1, Erick Andres Perez Alday1, Sandra Mattos5, Miguel Coimbra4, Reza Sameni1, Ali Bahrami Rad1, Gari Clifford6
1Emory University, 2University of the Basque Country, 3Instituto de Telecomunicações, 4INESC TEC, Faculdade de Ciências da Universidade do Porto, 5Real Hospital Português, 6Emory University and Georgia Institute of Technology
12:45 - 13:00    Session S54, ID 254 - Heart Murmur Detection from Phonocardiogram Recordings by Self-Operational Neural Networks
Muhammad Uzair Zahid1, Serkan Kiranyaz2, Moncef Gabbouj1
1Department of Computing Sciences, Tampere University, 2Department of Electrical Engineering, College of Engineering, Qatar University
File
13:00 - 13:15    Session S54, ID 153 - Murmur Detection Using Bidirectional Long Short-Term Networks
Sofia Monteiro, Ana Fred, Hugo Silva
Instituto de Telecomunicações, Department of Bioengineering at Instituto Superior Técnico
13:15 - 13:30    Session S54, ID 126 - Detection of Heart Sound Murmur Using Multi-Channel Deep Residual 1-D Convolution Neural Networks
Jae-Man Shin1, Hyun-Seok Kim2, Woo-Young Seo2, Sung-Hoon Kim3
1Department of Anesthesiology and Pain Medicine, Asan Medical Center, 2Biomedical Engineering Research Center, Asan Institute for Life Science, Asan Medical Center, 3Department of Anesthesiology and Pain Medicine, Asan Medical Center, University of Ulsan College of Medicine
13:30 - 13:45    Session S54, ID 137 - Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based and Cost-Aware Ensemble Approach
Sven Festag1, Gideon Stein2, Maha Shadaydeh2, Cord Spreckelsen1
1Institute of Medical Statistics, Computer and Data Sciences, Jena University Hospital, Germany, 2Computer Vision Group, Institute for Computer Science, Friedrich Schiller University Jena, Germany
13:45 - 14:00    Session S54, ID 20 - Detection of Heart Murmurs in Phonocardiograms with Parallel Hidden Semi-Markov Models
Andrew McDonald, Mark Gales, Anurag Agarwal
University of Cambridge
File
14:00 - 14:15    Coffee break
14:15 - 15:45    Session S61 - Modeling Arrhythmias

14:15 - 14:30    Session S61, ID 150 - Modeling of the Effect of Alcohol on Episode Patterns in Atrial Fibrillation
Vilma Pluščiauskaitė1, Andrius Rapalis1, Monika Butkuvienė2, Vaidotas Marozas1, Leif Sornmo3, Andrius Petrėnas1
1Kaunas University of Technology, 2Biomedical Engineering Institute, Kaunas University of Technology, 3Lund University
File
14:30 - 14:45    Session S61, ID 334 - Personalized Modeling of Atrial Activation and P-waves: a Multimodality Approach
Patricia Martinez Diaz1, Jorge Sánchez2, Claudia Nagel3, Deborah Nairn4, Ismael Hernández-Romero5, Maria de la Salud Guillem Sánchez6, Olaf Doessel7, Axel Loewe8
1Karlsruhe Insitute of Technology, 2Institue of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 3Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 4Karlsruhe Institute of Technology, 5ITACA Institute, Universitat Politècnica de València, 6Universitat Politècnica de València, 7Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 8Karlsruhe Institute of Technology (KIT)
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14:45 - 15:00    Session S61, ID 346 - Tailoring Process for the Regional Personalization of Atrial Fibrillation with a Novel Cardiac Model
Clara Herrero Martín1, Carlos Fambuena Santos2, Maria de la Salud Guillem Sánchez1, Andreu M. Climent1, Ismael Hernández-Romero3
1Universitat Politècnica de València, 2UPV, 3ITACA Institute, Universitat Politècnica de València
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15:00 - 15:15    Session S61, ID 400 - Machine Learning Based Cell Model for fast approximation of cellular action potential to enable clinical translation
Pau Romero, Miguel Lozano, Giada Romitti, Dolors Serra, Ignacio Garcia-Fernandez, Alejandro Liberos, Miguel Rodrigo, Rafael Sebastian
CoMMLab, University of Valencia
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15:15 - 15:30    Session S61, ID 54 - Diffusion Reaction Eikonal Alternant Model: Towards Fast Simulations of Complex Cardiac Arrhythmias
Cristian Barrios Espinosa1, Jorge Sánchez2, Olaf Doessel3, Axel Loewe4
1KIT, 2Institue of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 3Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 4Karlsruhe Institute of Technology (KIT)
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15:30 - 15:45    Session S61, ID 139 - Arrhythmogenic Response to Beta-Adrenergic Stimulation in Hypertrophic Cardiomyopathy
Ruben Doste1, Raffaele Coppini2, Alfonso Bueno-Orovio3
1Department of Computer Science, University of Oxford, 2Department NEUROFARBA, University of Florence, 3University of Oxford
14:15 - 15:45    Session S62 - Photoplethysmography II

14:15 - 14:30    Session S62, ID 93 - ECG and PPG-Based Hypertension Screening Under Non-Hypertensive Blood Pressure Recordings
Jesús Cano1, Lorenzo Fácila2, Vicente Bertomeu-González3, José Moreno-Arribas3, Raul Alcaraz4, José J Rieta5
1BioMIT.org, Universitat Politecnica de Valencia, 2Cardiology Department, General University Hospital Consortium of Valencia, 3Cardiology Department, Saint John’s University Hospital, 4University of Castilla-La Mancha, 5BioMIT.org, Universitat Politecnica Valencia
14:30 - 14:45    Session S62, ID 238 - A Machine Learning Approach to Predict Arterial Blood Pressure from Photoplethysmography Signal
Felipe Meneguitti Dias1, Thiago Costa2, Diego Cardona Cardenas2, Marcelo Toledo1, Jose Eduardo Krieger3, Marco Gutierrez3
1Instituto do Coração, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, 2Heart Institute, Clinics Hospital, University of São Paulo Medical School, 3Heart Institute University of Sao Paulo
14:45 - 15:00    Session S62, ID 262 - Generalization Capability of a Neural Network for Blood Pressure Estimation from Photoplethysmography
Clémentine Aguet1, Jérôme Van Zaen1, Martin Proença1, Guillaume Bonnier1, Pascal Frossard2, Mathieu Lemay1
1Swiss Center for Electronics and Microtechnology (CSEM), 2Ecole Polytechnique Fédérale de Lausanne (EPFL)
15:00 - 15:15    Session S62, ID 92 - Cuffless Hypertension Risk Assessment and the Significance of Calibration
Jesús Cano1, Lorenzo Fácila2, Fernando Hornero3, Philip Langley4, Raul Alcaraz5, José J Rieta6
1BioMIT.org, Universitat Politecnica de Valencia, 2Cardiology Department, General University Hospital Consortium of Valencia, 3Cardiovascular Surgery Department, Hospital Clínico Universitario de Valencia, 4University of Hull, 5University of Castilla-La Mancha, 6BioMIT.org, Universitat Politecnica Valencia
15:15 - 15:30    Session S62, ID 226 - Association between photoplethysmography pulse upslope and cardiovascular events in over 170,000 UK Biobank participants
Michele Orini1, Stefan van Duijvenboden2, Andrew Tinker3, Patricia Munroe3, Pier Lambiase4
1University College London, Department of Mechanical Engineering, 2UCL institute of cardiovascular science, 3Queen Mary University of London, 4Univesity College London
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15:30 - 15:45    Session S62, ID 307 - Improved Pulse Pressure Estimation Based on Imaging Photoplethysmographic Signals
Matthieu Scherpf1, Hagen Malberg1, Martin Schmidt2
1TU Dresden, Institute of Biomedical Engineering, Dresden, Germany, 2TU Dresden
14:15 - 15:45    Session S63 - BSPM & ECGI Technical Advances

14:15 - 14:30    Session S63, ID 279 - Greedy Selection of the Torso Electrodes for the Solution of Inverse Problem with a Single Dipole
Beata Ondrusova1, Jana Svehlikova2, Jan Zelinka1, Milan Tysler3, Peter Tino4
1Institute of Measurement Science, 2Institute of Measurement Science, SAS, 3Institute of Measurement Science, Slovak Academy of Sciences, 4The University of Birmingham, School of Computer Science
File
14:30 - 14:45    Session S63, ID 217 - Unexpected Errors in the Electrocardiographic Forward Problem
Anna Busatto, Jake Bergquist, Lindsay Rupp, Brian Zenger, Rob MacLeod
University of Utah
File
14:45 - 15:00    Session S63, ID 232 - Assessment of inter-operator Reproducibility of CardioInsight ECG-Imaging
Michele Orini1, Peter Waddingham2, Adam Dennis2, Jan Mangual3, Pier Lam4, Antony Chow2
1University College London, Department of Mechanical Engineering, 2Barts Heart Centre, 3Abbott, Sylmar, 4University College London
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15:00 - 15:15    Session S63, ID 214 - Impact of Noise on Electrocardiographic Imaging Resolution with Zero Order Tikhonov Regularization and L-Curve Optimization
Rubén Molero Alabau1, Jana Reventós Presmanes2, Ivo Roca2, Lluis Mont2, Andreu M. Climent1, Maria de la Salud Guillem Sánchez1
1Universitat Politècnica de València, 2Arrhythmias Department, Hospital Clínic de Barcelona
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15:15 - 15:30    Session S63, ID 250 - Utilising Surrogate Models to Approximate Cardiac Potentials when Solving Inverse Problems via Bayesian Techniques
Abbish Kamalakkannan, Peter Johnston, Barbara Johnston
Griffith University
15:30 - 15:45    Session S63, ID 374 - Heart Position Uncertainty Quantification in the Inverse Problem of ECGI
Jake Bergquist1, Lindsay Rupp1, Anna Busatto1, Ben Orkild1, Brian Zenger1, Wilson Good2, Jaume Coll-Font3, Jess Tate1, Dana Brooks4, Akil Narayan1, Rob MacLeod1
1University of Utah, 2The SCI Institute, 3Massachusetts General Hospital, 4Northeastern University
14:15 - 15:45    Session S64 - The George B. Moody PhysioNet Challenge 2022 - II

14:15 - 14:30    Session S64, ID 193 - Multitask and Transfer Learning for Murmur Detection in Heart Sounds
João Costa1 and Rui Rodrigues2
1University Institute of Lisbon - ISCTE and CAMGSD - IST/ULisboa, 2DM-FCT NOVA
14:30 - 14:45    Session S64, ID 224 - Using Mel-Spectrograms and 2D-CNNs to detect Murmurs in Variable Length Phonocardiograms
Marius Knorr, Jan Bremer, Renate Schnabel
University Medical Center Hamburg Eppendorf, Department of Cardiology, University Heart & Vascular Center Hamburg, Hamburg, Germany
File
14:45 - 15:00    Session S64, ID 234 - Towards uncertainty-aware heart sound murmur detection via DirichletNet and tandem learning
Erika Bondareva, Jing Han, Tong Xia, Cecilia Mascolo
University of Cambridge
15:00 - 15:15    Session S64, ID 138 - Two-Stage Multitask-Learner for PCG Murmur Location Detection
Maurice Rohr1, Benedikt Müller1, Sebastian Dill1, Gökhan Güney1, Christoph Hoog Antink2
1Technische Universität Darmstadt, 2TU Darmstadt
File
15:15 - 15:30    Session S64, ID 46 - Transfer Learning in Heart Sound Classification using Mel spectrogram
Xin Li, Fernando Schlindwein, G. Andre Ng
University of Leicester
File
15:45 - 17:45    Coffee break
15:45 - 17:45    Session P7_1 - Cardiovascular Imaging
15:45 - 17:45    Session P7_1, ID 191 - Deep Learning Models for Automatic Segmentation of Left Ventricular Fibrosis on Late Gadolinium Enhancement Cardiac Magnetic Resonance Imaging
Florence van Lieshout1, Roel Klein2, Maarten Kolk1, Kylian van Geijtenbeek1, Romy Vos1, Samuel Ruiperez-Campillo3, Ruibin Feng3, Brototo Deb3, Prasanth Ganesan3, Reinoud Knops1, Ivana Isgum4, Sanjiv Narayan3, Erik Bekkers5, Bob Vos4, Fleur Tjong1
1Department of Cardiology, Amsterdam University Medical Centers, University of Amsterdam, 2Department of Cardiology, Amsterdam Medical Centers (location AMC), University of Amsterdam, 3Department of Medicine, Stanford University, 4Department of Biomedical Engineering, Amsterdam University Medical Centers, University of Amsterdam, 5Faculty of Science, University of Amsterdam
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15:45 - 17:45    Session P7_1, ID 242 - Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography
Aysen Degerli1, Fahad Sohrab1, Serkan Kiranyaz2, Moncef Gabbouj1
1Tampere University, 2Qatar University
15:45 - 17:45    Session P7_1, ID 348 - Shear #ave Imaging Framework for Quantification of Myocardial Tissue Properties
Martin Andersen1, Johannes Struijk2, Samuel Emil Schmidt2
1AAU, 2Aalborg University
15:45 - 17:45    Session P7_1, ID 60 - Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations
Jonathan Fhima1, Jan Van Eijgen2, Moti Freiman1, Ingeborg Stalmans2, Joachim A. Behar3
1Faculty of Biomedical Engineering, Technion-IIT, 2Research Group Ophthalmology, Department of Neurosciences, 3Technion-IIT
15:45 - 17:45    Session P7_2 - Cardiovascular Mechanics
15:45 - 17:45    Session P7_2, ID 3 - Description of the Volume-Clamp Method of Blood Pressure Measurements Using the Mathematical Model of the Lamé Problem
Marek Żyliński1, Wiktor Niewiadomski2, Gerard Cybulski3, Anna Gąsiorowska2
1Warsaw University of Technology, 2Mossakowski Medical Research Centre PAS, Warsaw, Poland, 3Department of Mechatronics, WUT
15:45 - 17:45    Session P7_2, ID 19 - Impact of Rigid Versus Dynamic Boundaries on Computational Fluid Dynamics Predictor of Left Atrial Appendage Thrombus Formation
Henrik Kjeldsberg, Kristian Valen-Sendstad, Joakim Sundnes
Simula Research Laboratory
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15:45 - 17:45    Session P7_2, ID 85 - Comparison Of Newtonian And Non-Newtonian Blood Flow In Ascending Aortic Aneurysm
Aleksandra Petuchova1 and Algirdas Maknickas2
1Department of Biomechanical Engineering, Faculty of Mechanics, Vilnius Gediminas Technical University, Basanavičiaus str. 28, 2Laboratory of Numerical Simulation, Institute of Mechanics, Faculty of Mechanics, Vilnius Gediminas Technical University, Basanavičiaus str. 28
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15:45 - 17:45    Session P7_2, ID 102 - In Silico Evaluation of New Approaches in Cardiac Resynchronization Therapy
Cristóbal Ruiz1, Juan Gómez1, Jesús Almendral2, Eduardo Castellanos2, Beatriz Trenor1
1Universitat Politècnica de València, 2Fundación Grupo Hospitales Madrid
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15:45 - 17:45    Session P7_2, ID 182 - Age-specific Topology Minimization in a One-dimensional Model Describing Carotid Haemodynamics
Irene Suriani1, Massimo Mischi1, R. Arthur Bouwman2, Kevin Lau3
1Eindhoven University of Technology, 2Catharina Hospital, 3Philips Research
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15:45 - 17:45    Session P7_2, ID 243 - The Influence of Left Atrial Wall Thickness and Curvature on Wall Strain in Patient-Specific Atrium Models
Tiffany Baptiste1, Angela Lee1, Daniel Ennis2, Ulrike Haberland3, Ronak Rajani4, Aldo Rinaldi1, Steven Niederer1
1King's College London, 2Stanford University, 3Siemens Healthcare Limited, 4Guy's and St Thomas' NHS Foundation Trust
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15:45 - 17:45    Session P7_2, ID 264 - Prediction of deterioration in critically ill patients with heart failure based on vital signs monitoring
Yijing Li1, Kang Yang1, Wenyu Ye1, Haoyu Jiang1, Xianliang He1, Lei Wang2, Shengyu Zhang2
1Shenzhen Mindray Bio-Medical Electronics Co., Ltd., 2Shenzhen Institutes of Advanced Technology, Chinese Academy of Science
15:45 - 17:45    Session P7_2, ID 301 - Feature Contributions to ECG-based Heart-Failure Detection: Deep Learning vs. Statistical Analysis
Agnese Sbrollini1, Chiara Leoni1, Marjolein de Jongh2, Micaela Morettini1, Laura Burattini1, Cees A. Swenne2
1Università Politecnica delle Marche, 2Leiden University Medical Center
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15:45 - 17:45    Session P7_2, ID 319 - Computational Analysis of the Effect of Cardiac Motion on Left Main Coronary Artery Hemodynamics
Laila Fadhillah Ulta Delestri1, Foo Ngai Kok1, Amr Al Abed2, Socrates Dokos2, Mohd Jamil Mohamed Mokhtarudin3, Neil W Bressloff4, Azam Ahmad Bakir1
1University of Southampton Malaysia, 2University of New South Wales, 3Universiti Malaysia Pahang, 4University of Southampton
15:45 - 17:45    Session P7_2, ID 409 - Harnessing Dermal Blood Flow Thermoregulation for Mitigating Skin Heating Effects in Transcutaneous Energy Transfer Systems for Wirelessly Energizing Heart Pumps
Omar Escalona1, Mohammad Karim1, Antonio Bosnjak1, Paul Crawford2, David McEneaney3, James McLaughlin1
1Ulster University, 2Paul Crawford Veterinary Services, 3Cardiovascular Research Unit, Craigavon Area Hospital
15:45 - 17:45    Session P7_3a - Ventricular Arrhythmias
15:45 - 17:45    Session P7_3a, ID 173 - Arrhythmia detection based on semantic segmentation for Multi-lead ECG
Hanshuang Xie1, Huaiyu Zhu2, Yun Pan2
1Hangzhou Proton Technology Co Ltd, 2Zhejiang University
15:45 - 17:45    Session P7_3b - Atrial Arrhythmias: Electrocardiography
15:45 - 17:45    Session P7_3b, ID 11 - The P-wave Time-domain Significant Features to Evaluate Substrate Modification After Catheter Ablation of Paroxysmal Atrial Fibrillation
Aikaterini Vraka1, Vicente Bertomeu-González2, Leif Sornmo3, Roberto Zangróniz4, Raul Alcaraz5, José J Rieta1
1BioMIT.org, Universitat Politecnica Valencia, 2Cardiology Department, Saint John’s University Hospital, 3Lund University, 4Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha, 5University of Castilla-La Mancha
15:45 - 17:45    Session P7_3b, ID 12 - Left Pulmonary Veins Isolation: The Cornerstone in Noninvasive Evaluation of Substrate Modification After Catheter Ablation of Paroxysmal Atrial Fibrillation
Aikaterini Vraka1, José Moreno-Arribas2, Juan M Gracia-Baena3, Flavia Ravelli4, Raul Alcaraz5, José J Rieta1
1BioMIT.org, Universitat Politecnica Valencia, 2Cardiology Department, Saint John’s University Hospital, 03550 Alicante, 3Cardiovascular Surgery Department, Hospital Clínico Universitario de Valencia, 4Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 5University of Castilla-La Mancha
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15:45 - 17:45    Session P7_3b, ID 55 - A Machine Learning based approach for localization of Atrial Tachycardia origin
Céline Hajjar1, Thomas Boudou1, Jérôme Kalifa1, Clément Bars2, Julien Seitz2
1Volta Medical, 2Saint Joseph Hospital
15:45 - 17:45    Session P7_3b, ID 68 - Exaggerated amplitude and peak location of Ta wave in tachycardia as an indicator for atrial disorders
Arya Bhardwaj, Bala Chakravarthy Neelapu, Kunal Pal, Sivaraman Jayaraman
National Institute of Technology Rourkela
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15:45 - 17:45    Session P7_3b, ID 94 - Mechanisms of Initiation and Acute Termination by Non-invasive Identification of Atrial Fibrillation Drivers
Miguel Rodrigo1, Albert Rogers2, Prasanth Ganesan2, Brototo Deb2, Mahmood Alhusseini2, Sanjiv Narayan2
1Universitat de València, 2Cardiovascular Institute, Stanford University, CA, USA
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15:45 - 17:45    Session P7_3b, ID 106 - Exercise Test Predictors of Late Recurrence of Atrial Fibrillation After Catheter Ablation
Jakub Hejc1, Richard Redina2, Tomas Kulik1, Martin Pesl3, Zdenek Starek4
1International Clinical Research Center, St. Anne’s University Hospital, Brno, Czech Republic, 2International Clinical Research Center, St. Anne’s University Hospital, Brno, Czech Republic 2 Department of Biomedical Engineering, Brno University of Technology, Brno, Czech Republic, 3Department of Biology, Faculty of Medicine, Masaryk University, Brno, Czech Republic 2 ICRC, St. Anne’s University Hospital, Brno, Czech Republic 3 1st Department of Internal Medicine, Cardio-Angiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic, 4International Clinical Research Center, St. Anne’s University Hospital, Brno, Czech Republic 2 1st Department of Internal Medicine, Cardio-Angiology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
15:45 - 17:45    Session P7_3b, ID 154 - Clustering of time-evolving frequency patterns in atrial fibrillation on the surface electrocardiogram
Adrian Luca1, Patrizio Pascale1, Etienne Pruvot1, Jean-Marc Vesin2
1Lausanne University Hospital, 2Swiss Federal Institute of Technology
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15:45 - 17:45    Session P7_3b, ID 184 - Detecting atrial fibrillation with a wearable device
Jonas Sandelin, Jukka-Pekka Sirkiä, Tero Koivisto
University of Turku
15:45 - 17:45    Session P7_3b, ID 220 - A Lightweight Unidimensional Deep Learning Model for Atrial Fibrillation Detection
Quenaz Bezerra Soares and Marco Gutierrez
Heart Institute University of Sao Paulo
15:45 - 17:45    Session P7_3b, ID 282 - Database of Intracardiac ECG Recordings in Paediatric Patients
Richard Ředina1, Jakub Hejc2, David Pospisil3, Marina Ronzhina1, Petra Novotna4, Zdenek Starek5
1Brno University of Technology, 2International Clinical Research Center, St. Anne’s University Hospital, Brno, Czech Republic, 3Department of Internal Cardiology Medicine, The University Hospital Brno, 4Department of Biomedical Engineering, Faculty of Electrical Engineering and Communication, Brno University of Technology, 5International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic
15:45 - 17:45    Session P7_3b, ID 312 - AI-enabled ECG combined with dry electrode sensors for population-based screening of Atrial Fibrillation.
Alan Kennedy1, Peter Doggart1, Dewar Finlay2, Raymond Bond2, Daniel Guldenring3, James McLaughlin2, Chris Crockford4
1PulseAI Ltd, 2Ulster University, 3HS Kempten, 4D&FT
15:45 - 17:45    Session P7_3b, ID 314 - Detection of Supraventricular Tachycardias in Single-Lead ECGs Recorded from a Handheld Device
Hesam Halvaei1, Emma Svennberg2, Leif Sörnmo1, Martin Stridh1
1Department of Biomedical Engineering, Lund University, 2Karolinska Institutet, Department of Medicine, Karolinska University Hospital Huddinge
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15:45 - 17:45    Session P7_3b, ID 320 - Analysis of P-wave Changes for Prediction of Atrial Fibrillation Episodes
Cristina Moreno1, Alba Martin2, Aleksei Savelev3, Pyotr Platonov4, Pablo Laguna1, Juan Pablo Martínez5
1Zaragoza University, 2Biomedical Signal Interpretation and Computational Simulation Group (BSICoS), Universidad de Zaragoza, 3St. Petersburg State University, 4Lund University, 5jpmart@unizar.es
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15:45 - 17:45    Session P7_3b, ID 418 - Is the Dominant Frequency Accurate Enough for Atrial Fibrillation Signals ?
aline cabasson1, olivier Meste2, Stef Zeemering3, Ulrich Schotten3, Pietro Bonizzi4
1Université Côte d'Azur, 2Université Côte d'Azur, CNRS, I3S, 3Maastricht University, 4Department of Data Science and Knowledge Engineering, Maastricht University
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15:45 - 17:45    Session P7_4a - ECG-Waveform Analysis
15:45 - 17:45    Session P7_4a, ID 34 - Efficiency of different heartbeat detection methods by using alternative noise reduction algorithms
Marcus Vollmer and Jader Giraldo Guzmán
Institute of Bioinformatics, University Medicine Greifswald
15:45 - 17:45    Session P7_4a, ID 373 - Extraction algorithm for morphologically preserved non-invasive multi-channel fetal ECG
Giulia Baldazzi1, Danilo Pani2, Hau-Tieng Wu3
1DIEE, University of Cagliari; DIBRIS, University of Genova;, 2DIEE - University of Cagliari, 3Department of Mathematics and Department of Statistical Science, Duke University
15:45 - 17:45    Session P7_4a, ID 148 - Sport?Sicuro! A Graphical User Interface for Continuous Cardiovascular Monitoring while Playing Sport Based on Heart Rate and Heart-Rate Variability
Sofia Romagnoli, Agnese Sbrollini, Ilaria Marcantoni, Micaela Morettini, Laura Burattini
Università Politecnica delle Marche
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15:45 - 17:45    Session P7_4a, ID 422 - Sex Detection Based Self-Supervised Learning for Prediction of LVEF from the ECG
James Brundage, Brian Zenger, Jake Bergquist, Ann Lyons, Ryan Butcher, Bao Wang, Rashmee Shah, Rob MacLeod, Benjamin Steinberg, Tolga Tasdizen
University of Utah
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15:45 - 17:45    Session P7_4a, ID 338 - Robustness of Residual Network in Predicting PR Interval Trained using Noisy Labels
Loc Cao1, Hamid Ghanbari2, Negar Farzaneh1, Kevin Ward1, Sardar Ansari3
1Department of Emergency Medicine, University of Michigan, 2Division of Internal Medicine, Section of Cardiovascular Medicine, University of Michigan, 3Emergency Medicine, University of Michigan
15:45 - 17:45    Session P7_4a, ID 121 - Decision Tree-based Model for Signal Quality Scanning in Wearable ECG
Caiyun Ma1, Zhongyu Wang1, Meicheng Yang1, Jianqing Li1, Chengyu Liu2
1the State Key Laboratory of Bioelectronics, School of Instrument Science and Engineering, Southeast University, 2Southeast University
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15:45 - 17:45    Session P7_4a, ID 158 - An Extension of Quadratic variation regularization for simultaneous baselinewander and powerline interference removal from ECG
Arman Kheirati Roonizi1 and Roberto Sassi2
1University of milan, 2Dipartimento di Informatica, Università degli Studi di Milano
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15:45 - 17:45    Session P7_4a, ID 213 - Automated Rhythm Transcription for Arrhythmia Sequences
Gonzalo Romero1 and Elaine Chew2
1STMS, IRCAM, Sorbonne Université, CNRS, Ministère de la Culture, 2CNRS-URM9912 STMS (IRCAM)
15:45 - 17:45    Session P7_4a, ID 239 - Adaptive approach for denoising ECG measurements using unconventional sensing technology.
Elizabeth Rendon-Morales, Rodrigo Aviles-Espinosa, Henry Dore
University of Sussex
15:45 - 17:45    Session P7_4a, ID 423 - ECG analysis to study social connections in older cardiac patients
Raquel Cervigón1, María Cardo2, Alejandra Chulián3
1UCLM, 2Hospital Virgen de la Luz, 3UDIMA
15:45 - 17:45    Session P7_4a, ID 333 - Passive conductance of ECG and other biopotentials
Teodor Buchner1, Maryla Zajdel2, Kazimierz Pęczalski3, Paweł Nowak3
1Faculty of Physics, Warsaw University of Technology, 2Warsaw University of Technology, 3Faculty of Mechatronics, Warsaw University of Technology
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15:45 - 17:45    Session P7_4a, ID 332 - Transfer Entropy for Linear QT Correction Under Stationary and Gaussian Assumptions of the QT/RR Probability Distribution
Massimo W Rivolta
Dipartimento di Informatica, Università degli Studi di Milano
15:45 - 17:45    Session P7_4a, ID 397 - Time-warping Analysis of the T-wave Peak-to-End Interval During Ischemia as Arrhythmia Risk Marker
Neurys Gómez Fonseca1, Julia Ramírez2, Pablo Laguna3, Juan Pablo Martínez4
1Univesity of Zaragoza, 2University of Zaragoza, 3Zaragoza University, 4jpmart@unizar.es
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15:45 - 17:45    Session P7_4a, ID 122 - An Optimized Automatic P Wave Delineation Method based on Phasor Transform
Jiayi Yan1, Hanshuang Xie2, Yun Pan3
1Hangzhou Proton Technology Co.,Ltd., 2Hangzhou Proton Technology Co Ltd, 3Zhejiang University
15:45 - 17:45    Session P7_4a, ID 384 - Detection of arterial hypertension through electrocardiograms
Larissa Vieira1, Eduardo Mio1, Derick Oliveira2, Antonio Luiz Ribeiro1, Wagner Meira Jr.1
1Universidade Federal de Minas Gerais, 2Federal University of Minas Gerais
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15:45 - 17:45    Session P7_4a, ID 377 - Development and validation of a desktop user-friendly quantitative tool for analyzing cardiac restitution activation-repolarization dynamics from multimodal data
Enrique Almar Muñoz1, Antonio Rodriguez1, Oscar Arias2, Manuel Zarzoso2, Conrado J. Calvo1
1Universitat Politècnica de València, 2Universitat de València
15:45 - 17:45    Session P7_4a, ID 63 - The Advantage of Layer Freezing for Fine-Tune Deep Learning Algorithms in ECG Quality Assessment
Alvaro Huerta Herraiz1, Arturo Martínez-Rodrigo2, José J Rieta3, Raul Alcaraz4
1Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha, Spain., 2Research Group in Electronic, Biomedical and Telecommunication Engineering, University of Castilla-La Mancha, Spain, 3BioMIT.org, Universitat Politecnica Valencia, 4University of Castilla-La Mancha
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15:45 - 17:45    Session P7_4a, ID 255 - Edge-based Real-time Fetal Electrocardiography Monitoring in the Home Setting
Floranne Ellington, Berken Demirel, Daniel Jilani, Mohammad Al Faruque, Hung Cao
University of California, Irvine
15:45 - 17:45    Session P7_4a, ID 39 - A new filtering method for smoothing intracardiac records preserving the steepness of A, V, H waves
Oto Janousek1, Jakub Hejc2, David Pospisil3
1Department of Biomedical Engineering, Brno University of Technology, Brno, Czech Republic, 2International Clinical Research Centre (ICRC), St. Anne’s University Hospital, Brno, Czech Republic & Department of Pediatrics, Children’s Hospital, University Hospital Brno, Brno, Czech Republic, 3Department of Internal Medicine and Cardiology, University Hospital Brno and Faculty of Medicine of Masaryk University Brno, Czech Republic
15:45 - 17:45    Session P7_4a, ID 75 - Chest-Lead Generation with Single-Lead
Giwon Yoon, Hyo-Chang Seo, Kyungmin Choi, Segyeong Joo
Asan medical center
File
15:45 - 17:45    Session P7_4a, ID 252 - Impact of Pre-Processing Decisions on Automated ECG Classification Accuracy
Adrian Cornely and Grace Mirsky
Benedictine University
15:45 - 17:45    Session P7_4a, ID 308 - Depressed Patients Identification using Cardiovascular Signals
Mohammad Sami Zitouni and Ahsan Khandoker
Khalifa University
15:45 - 17:45    Session P7_4a, ID 123 - A fractal-based approach for suppressing chest compression noise in ECG signal
Shengyu Zhang1, Mimi Hu2, Junbiao Hong2, Haoyu Jiang3, Xianliang He2, Lei Wang1
1Shenzhen Institutes of Advanced Technology, Chinese Academy of Science, 2Shenzhen Mindray Bio-Medical Electronics Co., Ltd, 3Shenzhen Mindray Bio-Medical Electronics Co., Ltd.
15:45 - 17:45    Session P7_4a, ID 185 - Identification of myocardial infarction by high frequency serial ECG measurement
Jonas Sandelin, Jukka-Pekka Sirkiä, Arman Anzanpour, Tero Koivisto
University of Turku
15:45 - 17:45    Session P7_4a, ID 179 - Adaptive Electrocardiogram Enhancement in Strong Noise Environment
Qian Li1, Xingyao Wang1, Chenxi Yang1, Jianqing Li1, Chengyu Liu2
1State Key Laboratory of Bioelectronics, School of Instrument Science and Engineering, Southeast University, Nanjing, China, 2Southeast University
15:45 - 17:45    Session P7_4a, ID 96 - Segmented-Beat Modulation Method-Based Procedure for Extraction of Electrocardiogram-Derived Respiration from Data Acquired by Wearable Sensors During High-Altitude Activity
Agnese Sbrollini1, Danilo Bondi2, Sofia Romagnoli1, Micaela Morettini1, Ilaria Marcantoni1, Tiziana Pietrangelo2, Vittore Verratti2, Laura Burattini1
1Università Politecnica delle Marche, 2Università degli Studi “G. d’Annunzio” di Chieti – Pescara
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15:45 - 17:45    Session P7_4a, ID 192 - Automated Detection of Ventricular Heartbeats from Electrocardiogram (ECG) acquired during Magnetic Resonance Imaging.
Pierre Aublin1 and Julien Oster2
1INSERM, 2IADI, Inserm U1254
File
15:45 - 17:45    Session P7_4a, ID 204 - Relationship between ECG-pattern of depolarization abnormalities and an mildly reduced ejection fraction
Maria Gordeeva1, Irina Serdiukova2, Elena Parmon1, Alexander Krasichkov2
1Almazov National Medical Research Centre, 2Saint Petersburg Electrotechnical University "LETI"
15:45 - 17:45    Session P7_5a - Modeling Ion Channels and Cells
15:45 - 17:45    Session P7_5a, ID 74 - A simulation study on the effect of antiarrhythmic drugs during myocardial infarction
Cuiping Liang1, Cunjin Luo2, Qince Li3, Jun Liu3
1Beijing Institute of Computer Technology and Application, 2University of Essex, 3Harbin Institute of Technology
15:45 - 17:45    Session P7_5a, ID 356 - Normalisation of Action Potential Data Recorded with Sharp Electrodes Maximises Its Utility for Model Development
Yann-Stanislas Barral1, Liudmila Polonchuk2, Gary Mirams3, Michael Clerx3, Guy Page4, Katrina Sweat4, Najah Abi-Gerges4, Ken Wang2, David Gavaghan5
1Roche, 2Roche Pharma Research and Early Development, 3Centre for Mathematical Medicine & Biology, School of Mathematical Sciences, University of Nottingham, 4AnaBios Corporation, 5Department of Computer Science, University of Oxford
15:45 - 17:45    Session P7_5a, ID 51 - Modelling the Effect of Intracellular Calcium in the Rundown of L-Type Calcium Current
Aditi Agrawal1, Michael Clerx2, Ken Wang3, Liudmila Polonchuk3, David Gavaghan1, Gary Mirams2
1University of Oxford, 2University of Nottingham, 3F. Hoffmann-La Roche Ltd.
15:45 - 17:45    Session P7_5a, ID 287 - Derivative-based optimisation and inference for cardiac electrophysiology models
Michael Clerx1, David Augustin2, Alister Dale-Evans2, Gary Mirams1
1University of Nottingham, 2University of Oxford
15:45 - 17:45    Session P7_5b - Modeling Cardiac Tissue
15:45 - 17:45    Session P7_5b, ID 37 - Mechanical Consequences of Electrical Remodeling due to Persistent Atrial Fibrillation: a Cellular Level Sensitivity Analysis
Jorge Sánchez1 and Axel Loewe2
1Institue of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 2Karlsruhe Institute of Technology (KIT)
File
15:45 - 17:45    Session P7_5b, ID 296 - Cellular Heterogeneity in the Atria: An in-silico Study in the Impact on Re-entries.
Jordan Elliott, Daniele Cinque, Luca Mainardi, Jose F Rodriguez Matas
Politecnico di Milano
File
15:45 - 17:45    Session P7_5b, ID 258 - Effects of Long- and Short-term Memory on Action Potential Duration for Atrial Cellular Automata
Giada Sira Romitti, Pau Romero de Antonio, Alejandro Liberos Mascarell, Dolors Serra Almor, Ignacio García Fernandez, Miguel Lozano Ibañez, Rafael Sebastian Aguilar, Miguel Rodrigo Bort
CoMMLab, Universitat de València, Spain
File
15:45 - 17:45    Session P7_5b, ID 233 - Toward a quasi-dynamic pulsed field electroporation numerical model for cardiac ablation: Predicting tissue conductance changes and ablation lesion patterns
Richard Simon1, Nishaki Mehta2, Kuldeep Shah2, David Haines2, Cristian Linte1
1Rochester Institute of Technology, 2Beaumont Medical Center
15:45 - 17:45    Session PA_6 - Medical Informatics and Technology
15:45 - 17:45    Session PA_6, ID 302 - Aerobic Fitness Level Estimation Using Wearables
Radovan Smisek1, Andrea Nemcova1, Lukas Smital1, Daniela Chlibkova2, Martin Kralik1, Jana Kolarova3, Vojtech Myska4, Martin Kolarik4, Jaromir Hubalek1
1Brno University of Technology, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering, 2Brno University of Technology, Centre of Sports Activities, 3Brno University of Technology, 4Brno University of Technology, Faculty of Electrical Engineering and Communication
15:45 - 17:45    Session PA_7 - System Study and Heart Rate Variability
15:45 - 17:45    Session PA_7, ID 265 - Autonomic Nervous System Recovery after Various Exercises in Highly Trained Athletes
Lucie Saclova1, Andrea Nemcova2, Radovan Smisek2, Marina Ronzhina1, Lukas Smital2, Martin Vítek1
1Brno University of Technology, 2Brno University of Technology, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering
File
15:45 - 17:45    Session P7_8 - Challenge
15:45 - 17:45    Session P7_8, ID 1 - Classification of phonocardiograms using residual convolutional neural network and MLP
Guohui Peng, Haitao Zou, Jin Wang
Jiangsu University of Science and Technology
15:45 - 17:45    Session P7_8, ID 7 - Heart murmur classification with time-frequency representations of phonocardiograms and transfer-learning
Anna McCann and Jean-Marc Vesin
Swiss Federal Institute of Technology
15:45 - 17:45    Session P7_8, ID 27 - Convolutional Recurrent Neural Networks for Heart Murmur Detection
Lampros Kokkalas, Nicolas Tatlas, Stelios Potirakis
apnea.ai
15:45 - 17:45    Session P7_8, ID 31 - Location-wise Heart Murmur Detection using CNN-Transformers
Yingyu Yang and Maxime Sermesant
Inria
File
15:45 - 17:45    Session P7_8, ID 35 - Deep Learning-Based Talking Heart Eases the Identification of Abnormal Cardiac Sounds in Phonocardiogram Recordings
Mohanad Alkhodari, Leontios Hadjileontiadis, Ahsan Khandoker
Khalifa University
File
15:45 - 17:45    Session P7_8, ID 41 - Classification of heart murmurs using an ensemble of residual CNNs
Petr Nejedly1, Jan Pavlus1, Radovan Smisek2, Zuzana Koscova3, Eniko Vargova3, Ivo Viscor3, Pavel Jurak3, Filip Plesinger3
1Institute of Scientific Instruments of the Czech Academy of Science, 2Brno University of Technology, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering, 3Institute of Scientific Instruments of the CAS
15:45 - 17:45    Session P7_8, ID 43 - Convolutional neural network aproach for heart MurMur detection in auscultation signals using wavelet transform based features
Robertas Petrolis1, Renata Paukstaitiene1, Gabriele Rudokaite2, Andrius Macas3, Arturas Grigaliunas1, Algimantas Krisciukaitis1
1Department of Physics, Mathematics and Biophysics, Lithuanian University of Health Sciences., 2Lithuanian University of Health Sciences Department of Cardiology, 3Department of Anaesthesiology, Medical Academy, Lithuanian University of Health Sciences
15:45 - 17:45    Session P7_8, ID 47 - Detection of murmurs from heart sound recordings with deep residual networks
Lei Hu, Wenjie Cai, Xinyue Li, Jia Li
University of Shanghai for Science and Technology
File
15:45 - 17:45    Session P7_8, ID 58 - Detecting Heart Murmur using a Modular Model
Mohammadreza Heydarian1, Ali Shakiba1, Meraj Hashemizadeh2
1Department of Computer Science, Vali-e-Asr University of Rafsanjan, 2Mila & DIRO, Université de Montréal
15:45 - 17:45    Session P7_8, ID 65 - Classification of Murmurs in PCG Using a CNN and XGBoost
Julia Ding1, Max Xu2, Jingjing Li3
1Emory University, 2Georgia Institute of Technology, 3University of California, Berkeley
15:45 - 17:45    Session P7_8, ID 67 - Segmentation-free Heart Murmur Detection Using Deep Learning
Ľubomír Antoni1, Erik Bruoth1, Alexander Szabari1, Gabriela Vozáriková1, Peter Bugata2, Peter Bugata Jr.2, David Gajdos2, Dávid Hudák2, Vladimíra Kmečová2, Monika Staňková2
1Pavol Jozef Šafárik University, 2VSL Software, a.s.
15:45 - 17:45    Session P7_8, ID 69 - Automatic Screening of Murmurs applying MFCC and Tensor Based Analysis on Multiple Heart Sound Signals
Nidhi Sawant and Shivnarayan Patidar
National Institute of Technology Goa
15:45 - 17:45    Session P7_8, ID 71 - Deep Learning Based Heart Murmur Detection using Frequency-time Domain Features of Heartbeat Sounds
Wuming Gong1, Taein Kang2, Jungguk Lee2, Hyejin Won2, Narin Kim2, Soyul Han2, Il-Youp Kwak2
1University of Minnesota, Lillehei heart institute, 2Chung-Ang University
15:45 - 17:45    Session P7_8, ID 72 - Murmur Classification with U-net State Prediction
Sanghoon Choi, Hyo-Chang Seo, Kyungmin Choi, Giwon Yoon, Segyeong Joo
Asan medical center
File
15:45 - 17:45    Session P7_8, ID 84 - Classification of Phonocardiogram Recordings using Vision Transformer Architecture
Gibeom Park, Joonyeob Kim, Bongwon Suh
Seoul National University
15:45 - 17:45    Session P7_8, ID 108 - Heart Murmur Classification Using a 1-Dimensional Inception Time Convolutional Neural Network
Bjørn-Jostein Singstad1, Lars Bongo2, Markus Johnsen3, Johan Ravn3, Henrik Schirmer4
1Simula Research Laboratory, 2The Arctic University of Norway, 3Medsensio, 4Department of Cardiology, Akershus University Hospital
File
15:45 - 17:45    Session P7_8, ID 114 - Heart Murmur Detection from Phonocardiogram Based on Continuous Wavelet Transform and 2-D Convolutional Neural Network
Pan Xia, Zhengling He, Yusi Zhu
School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences
15:45 - 17:45    Session P7_8, ID 115 - Heart Murmur Detection from PCG Signals Using an Ensemble Convolutional Neural Network
Baiju Yan
Shanghai Jiao Tong University
15:45 - 17:45    Session P7_8, ID 130 - Searching for Effective Neural Network Architectures for Heart Murmur Detection from Phonocardiogram
Jingsu Kang1 and Hao WEN2
1Tianjin Medical University, 2Beihang University
File
15:45 - 17:45    Session P7_8, ID 144 - Heart Murmur Detection using a Multilayer Perceptron Classifier
Kiarash Jalali, Mohammad Amin Saket, Saman Noorzadeh
Shahid Beheshti University
15:45 - 17:45    Session P7_8, ID 151 - Developing an LSTM-based Listener for Early Detection of Heart Disease
Philip Gemke1, Nicolai Spicher2, Tim Kacprowski1
1Division Data Science in Biomedicine, PLRI of TU BS and MHH, BRICS, TU BS, 2Department of Medical Informatics, University Medical Center Göttingen
15:45 - 17:45    Session P7_8, ID 152 - ReverbNet: Heart Murmur Detection from the Perspective of Acoustic Properties
shuo meng
Mr
15:45 - 17:45    Session P7_8, ID 165 - Automatic Heart Murmur Detection Using a Convolutional Neural Network
Hui Lu1 and Julia Yip2
1Brandenburg University of Technology, 2Palliative Medicine, Universitätsklinikum Erlangen
File
15:45 - 17:45    Session P7_8, ID 172 - Heart Murmur Detection of PCG Using ResNet with Selective Kernel Convolution
Yonghao Gao, Lihong Qiao, Zhixiang Li
Chongqing University of Posts and Telecommunications
File
15:45 - 17:45    Session P7_8, ID 178 - Heart Sound Classification Algorithm Based on Neural Network
Rui Yu1, Guangyu Bin1, Ziyang Xu2, Fengya Liu1, Zhenbo Han1
1Beijing University of Technology, 2Johns Hopkins University
15:45 - 17:45    Session P7_8, ID 181 - Transformer embedded with learnable filters for heart murmur detection
Pengfei Fan, Yucheng Shu, Yiming Han
Chongqing University of Posts and Telecommunications
File
Wednesday, September 7, 2022
8:30 - 10:00    Session S81 - Modeling Drug Effects and other Species

8:30 - 8:45    Session S81, ID 44 - Simulation study of the protective effect of drugs in acute myocardial ischemia
Ander Loidi and Jose M Ferrero
CI2B, Universitat Politecnica de Valencia
8:45 - 9:00    Session S81, ID 62 - Using computational modelling to define the ideal characteristics of protective drugs in acute ischemia
Ander Loidi and Jose M Ferrero
Ci2B, Universitat Politecnica de Valencia
9:00 - 9:15    Session S81, ID 294 - Alleviating Effects of Long-QT Syndrome Type 2 by Allele-Specific Inhibition of the KCNH2 Mutant Allele
Ronald Wilders
Academic Medical Center, University of Amsterdam
File
9:15 - 9:30    Session S81, ID 359 - Label-Free Estimation of Sarcomere Orientation from Brightfield Microscopy Images of Induced Pluripotent Stem Cell Derived Cardiomyocyte Nuclei
Antti Ahola1, Birhanu Belay1, Carolina Wählby2, Jari Hyttinen1
1Faculty of Medicine and Health Technology, Tampere University, 2Department of Information Technology, Uppsala University
9:30 - 9:45    Session S81, ID 30 - Ventricular Conduction System Modeling for Electrophysiological Simulation of the Porcine Heart
Ricardo Rosales1, Konstantinos Mountris2, Manuel Doblaré1, Esther Pueyo1
1University of Zaragoza, 2Aragon Institute of Engineering Research, University of Zaragoza, IIS Aragon
File
9:45 - 10:00    Session S81, ID 221 - A Model for Zebrafish Ventricular Tissue
Ludovica Cestariolo1, Marina Bataller Martinez2, Jose M Ferrero3, Jose F Rodriguez Matas1
1Politecnico di Milano, 2Universidad Politecnica de Valencia, 3Ci2B, Universitat Politecnica de Valencia
File
8:30 - 10:00    Session S82 - Medical Informatics and Technology I

8:30 - 8:45    Session S82, ID 164 - Raising High Risk-aware in Hemodynamic Treatment Optimization with Reinforcement Learning for Septic Shock Patients
Meicheng Yang, Runfa Li, Tong Hao, Caiyun Ma, Jianqing Li, Chengyu Liu
Southeast University
File
8:45 - 9:00    Session S82, ID 345 - Patient Phenotyping Using Interpretable Clustering to Study Clinical Outcome in TAVR Patients
Roy Zawadzki, Terri Johnson, Saman Parvaneh
Edwards Lifesciences
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9:00 - 9:15    Session S82, ID 169 - Motion Artifact Detection and Classification for Unobtrusive Cardiorespiratory Signals Using Machine Learning
Onno Linschmann, Carl Revander, Steffen Leonhardt, Markus Lüken
RWTH Aachen
9:15 - 9:30    Session S82, ID 349 - Classification of Atrial Tachycardia Types Using Dimensional Transforms of ECG Signals and Machine Learning
Samuel Ruiperez-Campillo1, Jose Millet2, Francisco Castells2
1Stanford University, 2Universitat Politecnica de Valencia
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9:30 - 9:45    Session S82, ID 5 - Fetal Heart Sound Split Detection and Classification in Phonocardiographic Signals
Kristóf Müller, Bálint Üveges, Dr. Márton Áron Goda
Pázmány Péter Catholic University - Faculty of Information Technology and Bionics
9:45 - 10:00    Session S82, ID 116 - Prediction of Delivery Mode from Cardiotocography and Electronic Medical Records Using Machine learning
Xue Kang1, Rongdan Zeng1, Hao Yi1, Chuan Wang1, Mujun Liu2, Zheng Zheng3, Yaosheng Lu4, Huijin Wang5, Jieyun Bai6
1College of Information Science and Technology, Jinan University, Guangzhou, China, 2College of Science & Engineering, Jinan University, Guangzhou, China, 3Department of Obstetrics, Preterm Birth Prevention and Treatment Research Unit, Guangzhou Women & Children's Medical Center, Guangzhou Medical University, Guangzhou, China, 4Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Information Technology, Jinan University, Guangzhou 510632, China, 5twanghj@jnu.edu.cn, 6Department of Electronic Engineering, College of Information Science and Technology, Jinan University
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8:30 - 10:00    Session S83 - BSPM & ECGI Applications

8:30 - 8:45    Session S83, ID 353 - Variability of Premature Ventricular Contraction Localization With Respect to Source and Forward Model Variation in Clinical Data
Nika Rasoolzadeh1, Jana Svehlikova2, Beata Ondrusova3, Yesim Serinagaoglu Dogrusoz1
1Middle East Technical University, 2Institute of Measurement Science, SAS, 3Institute of Measurement Science
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8:45 - 9:00    Session S83, ID 159 - On the Initial Estimate of Repolarization Times for Inverse Reconstruction Using the Equivalent Dipole Layer Source Model
Jeanne van der Waal1, Veronique Meijborg1, Machteld Boonstra2, Thom Oostendorp3, Ruben Coronel1
1Amsterdam UMC, 2University Medical Center Utrecht, 3Radboud University
9:00 - 9:15    Session S83, ID 278 - Cine-ECG Analysis in Familial ST-depression Syndrome
Rasmus Frosted1, Christian Müller2, Oliver Vad2, Oscar Petersen3, Morten Olesen4, Henning Bundgaard5, Peter van Dam6, Alex Christensen7
1Ph.D. Student at Rigshospitalet Denmark, 2MD, 3MSc, 4PhD, 5MD, DMSc, 6UMC Utrecht, 7MD, PhD
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9:15 - 9:30    Session S83, ID 163 - Non-Invasive Atrial Fibrillation Driver Localization Using Recurrent Neural Networks and Body Surface Potentials
Miriam Gutiérrez Fernández-Calvillo1, Miguel Ángel Cámara-Vázquez1, Ismael Hernández-Romero2, Maria de la Salud Guillem Sánchez3, Andreu M. Climent3, Óscar Barquero-Pérez4
1Universidad Rey Juan Carlos, 2ITACA Institute, Universitat Politècnica de València, 3Universitat Politècnica de València, 4University Rey Juan Carlos
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9:30 - 9:45    Session S83, ID 369 - Validation of a customized method for estimation of torso AF biomarkers from the atria: a computational-clinical study
Camila Restivo1, Gabriel Costa1, Italo Sandoval Ramos de Oliveira2, Maria de la Salud Guillem Sánchez3, Joao Salinet1
1HEartLab, Federal University of ABC, 2Universidade Federal do ABC, 3Universitat Politècnica de València
9:45 - 10:00    Session S83, ID 26 - Intracardiac electrical imaging using the 12-lead ECG: a machine learning approach using synthetic data
Mikel Landajuela1, Rushil Anirudh2, Joe Loscazo3, Robert Blake2
1LLNL, 2Lawrence Livermore National Laboratory, 3Harvard Medical School
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8:30 - 10:00    Session S84 - Special Session: Multidisciplinar research in atrial fibrillation
8:30 - 9:00    Session S84, ID 330 - Computer electrophysiological models in drug therapy for atrial fibrillation
Blanca Rodriguez
University of Oxford
9:00 - 9:15    Session S84, ID 426 - Impact of mechanically-induced fibrosis on atrial electromechanical function
Teresa Schiatti1, Marilu Casini2, Thomas Hutschalik3, Remi Peyronnet1, Ursula Ravens4
1Institute for Experimental Cardiovascular Medicine, Universitätsklinikum Freiburg, 2Regenerative Medicine and Heart Transplantation Unit, Instituto de Investigación Sanitaria La Fe, 3NCARDIA BV, 4Institute for Experimental Cardiovascular Medicine, Universitätsklinikum Freiburg
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9:15 - 9:30    Session S84, ID 414 - Structural, functional and mechanical tissue characterisation in atrial fibrillation by image processing
Eric Invers-Rubio1, Sachal Hussain2, Cristiana Corsi3, Maria de la Salud Guillem Sánchez4, Andreu M. Climent4, Lluis Mont1, Till Althoff1
1Hospital Clinic de Barcelona, 2Universita di Bolognia, 3University of Bologna, 4Universitat Politècnica de València
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9:30 - 9:45    Session S84, ID 368 - Identification of mechanisms of maintenance of atrial fibrillation by signal processing
Carlos Fambuena Santos1, Ozan Özgül2, Narimane Gassa3, Stef Zeemering2, Pietro Bonizzi4, Nejib Zemzemi5, Uli Schotten6, Maria de la Salud Guillem Sánchez7
1UPV, 2Maastricht University, 3University of Bordeaux, 4Department of Data Science and Knowledge Engineering, Maastricht University, 5Inria Bordeaux Sud-Ouest, 6University of Maastricht, 7Universitat Politècnica de València
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9:45 - 10:00    Session S84, ID 435 - Final discussion
Maria de la Salud Guillem Sánchez
Universitat Politècnica de València
10:00 - 10:30    Coffee break
10:30 - 12:00    Session S91 - Whole Heart Modeling

10:30 - 10:45    Session S91, ID 166 - Inter-individual differences in cell composition across the ventricular wall may explain variability in ECG response to serum potassium and calcium variations
Syed Hassaan Ahmed Bukhari1, Carlos Sánchez2, Pablo Laguna3, Mark Potse4, Esther Pueyo1
1University of Zaragoza, 2Centro Universitario de la Defensa de Zaragoza, 3Zaragoza University, 4Université de Bordeaux
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10:45 - 11:00    Session S91, ID 203 - Method for Incorporating Changes in Extracellular Volume and Myocyte Size into Cardiac Bidomain Equations
Vladimir Sobota1, Sarah Nordmeyer2, Christoph Augustin3, Gernot Plank3, Edward Vigmond4, Jason Bayer5
1IHU Liryc, 2German Heart Center Berlin, 3Institute of Biophysics, Medical University of Graz, 4LIRYC - University of Bordeaux, 5IHU LIRYC - University of Bordeaux
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11:00 - 11:15    Session S91, ID 111 - Development of a Biventricular Coordinate System with Representation of an Anatomically Detailed Base
Lisa Pankewitz1, Kristian Hustad1, Sachin Govil2, Andrew McCulloch2, Hermenegild Arevalo1
1Simula Research Laboratory, 2University of California San Diego
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11:15 - 11:30    Session S91, ID 419 - Segmentation Uncertainty Quantification in Cardiac Propagation Models
Jess Tate1, Nejib Zemzemi2, Shireen Elhabian3, Beata Ondrusova4, Machteld Boonstra5, Peter van Dam6, Dana Brooks7, Akil Narayan1, Rob MacLeod1
1University of Utah, 2Inria Bordeaux Sud-Ouest, 3Scientific Computing and Imaging Institute, University of Utah, 4Institute of Measurement Science, 5University Medical Center Utrecht, 6UMC Utrecht, 7Northeastern University
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11:30 - 11:45    Session S91, ID 90 - Electrophysiological Closed Loop Model of the Heart as Supporting Tool for Cardiac Pacing
Niccolò Biasi1, Matteo Mercati2, Paolo Seghetti3, Alessandro Tognetti2
1University of Pisa-Dip. Ingegneria Informazione, 2University of Pisa, 3Scuola superiore sant'Anna
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11:45 - 12:00    Session S91, ID 28 - A Comparative Study of Normal and High-Fidelity Approaches to Predict Flow Physics of Left Atrium
Ehsan Khalili, Cecile Daversin-Catty, Kristian Valen-Sendstad
Simula Research Laboratory
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10:30 - 12:00    Session S92 - Medical Informatics and Technology II

10:30 - 10:45    Session S92, ID 335 - An Open-Source Platform for Collaborative Annotation of Physiological Waveforms
Lucas McCullum1, Hasan Saeed2, Benjamin Moody1, Diane Perry3, Eric Gottlieb4, Tom Pollard1, Xavier Borrat Frigola5, Dana Moukheiber1, Qiao Li6, Gari Clifford7, Li-wei Lehman1, Roger Mark1
1Massachusetts Institute of Technology, 2University of Michigan, 3Beth Israel Medical Center, 4Brigham and Women's Hospital, 5Hospital Clinic de Barcelona, 6Emory University, 7Georgia Institute of Technology
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10:45 - 11:00    Session S92, ID 336 - CER-S, an ECG platform for the management of continuous ECG database
Fabio Badilini1, Martino Vaglio1, Gianfranco Toninelli1, Lamberto Isola1, Francesca Ferrari1, Pierre Maison-Blanche2
1AMPS llc, 2Ambroise Paré Clinic
11:00 - 11:15    Session S92, ID 363 - Updates on OpenEP: The Open-Source Platform for Elec-trophysiological Data Analysis
Steven Williams1, Paul Smith2, Ali Gharaviri1, Chris O'Shea3, Adam Connolly2, Louisa O'Neill2, Irum Kotadia2, Iain Sim2, Neil Bodagh2, Neil Grubb4, John Whitaker2, Matthew Wright5, Steven Niederer2, Mark O'Neill5, Nick Linton6
1University of Edinburgh, 2King's College London, 3University of Birmingham, 4NHS Lothian, 5Guy's and St Thomas' NHS Foundation Trust, 6Imperial College London
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11:15 - 11:30    Session S92, ID 245 - EMULATION OF BIOLOGICAL CELLS
Jerry Jacob, Nitish Patel, Sucheta Sehgal
The University of Auckland
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11:30 - 11:45    Session S92, ID 88 - Automatic Identification of the Best Auscultation Area for the Estimation of the Time of Closure of Heart Valves through Multi-Source Phonocardiography
Noemi Giordano, Gabriella Balestra, Marco Ghislieri, Marco Knaflitz, Samanta Rosati
Politecnico di Torino
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11:45 - 12:00    Session S92, ID 244 - Improving Aorta segmentation from phase contrast MRI using adaptive velocity-dependent weighting on the deep learning output for magnitude and phase images
Mohamed Elbayumi1, Samira Saraya2, Tamer Basha1
1Systems and Biomedical Engineering Department, Faculty of Engineering, Cairo University, Egypt, 2Radiology Department, Faculty of Medicine, Cairo University, Egypt
10:30 - 12:00    Session S93 - Cardiovascular System Regulation

10:30 - 10:45    Session S93, ID 17 - Instantaneous Time-Courses of Baroreflex Sensitivity, Sympathetic and Vagal Activities in Response to Valsalva Maneuver
Salvador Carrasco-Sosa and Alejandra Guillén-Mandujano
Universidad Autónoma Metropolitana-I
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10:45 - 11:00    Session S93, ID 64 - The Asymmetric Nature of Transitions in Heart Rate Variations
Rafał Pawłowski1, Katarzyna Buszko2, Paweł Zalewski1
1Nicolaus Copernicus University in Torun, Collegium Medicum in Bydgoszcz, 2Nicolaus Copernicus University in Torun,Collegium Medicum in Bydgoszcz
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11:00 - 11:15    Session S93, ID 76 - Frequency Domain Causal Analysis Allows the Detection of Baroreflex Control Recovery in Patients Undergoing Surgical Aortic Valve Replacement After a Three-month Follow-up
Vlasta Bari1, Francesca Gelpi1, Beatrice Cairo1, Noemi Cornara2, Beatrice De Maria3, Marco Ranucci2, Alberto Porta1
1Department of Biomedical Sciences for Health, University of Milan, 2Department of Cardiothoracic, Vascular Anesthesia and Intensive Care, IRCCS Policlinico San Donato, 3IRCCS Istituti Clinici Scientifici Maugeri, Milan
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11:15 - 11:30    Session S93, ID 223 - Heart Rate Variability Analysis Reveals a Non-monotonic Relationship between Humanin Concentration and Cardiac Autonomic Regulation
Hibba Yousef1, Herbert Jelinek1, Samuel Feng1, Ahsan Khandoker1, Mika Tarvainen2
1Khalifa University, 2University of Eastern Finland
11:30 - 11:45    Session S93, ID 229 - Uncoupling Between Heart Rate Variability and Heart Rate During Exercise and Recovery as a Predictor of Cardiovascular Events
Michele Orini1, Stefan van Duijvenboden2, Julia Ramirez3, Andrew Tinker3, Patricia Munroe3, Pier Lambiase4
1University College London, Department of Mechanical Engineering, 2UCL institute of cardiovascular science, 3Queen Mary University of London, 4University College London
11:45 - 12:00    Session S93, ID 311 - Deep Learning and Permutation Entropy in the Stratification of Patients with Chagas Disease
Diego Cornejo1, Miguel Vizcardo1, Antonio Ravelo2, Esteban Alvarez3, Luz Diaz1, Maria Rodriguez1, Victor Cabrera1, Dante Condori-Merma1
1Universidad Nacional de San Agustin de Arequipa, 2Universidad Las Palmas de Gran Canarias, 3Universidad Central de Venezuela
10:30 - 12:00    Session S94 - Cardiovascular Mechanics

10:30 - 10:45    Session S94, ID 405 - Cell Unexcitability and Electrotonic Coupling Phenomenon Analysis of Ablation-Created Lesions: A Study Case With Ablated Explanted Human Heart
Jimena Siles Paredes1, Joao Salinet2, Christopher Crowley3, Flavio Fenton4, Neal Bhatia5, Ilija Uzelac4
1Graduate Program in Biotechnoscience, Federal University of ABC, 2HEartLab, Federal University of ABC, 3Georgia Institute of Technology, School of Physics, 4Georgia Institute of Technology, 5Division of Cardiology, Section of Electrophysiology, Emory University Hospital
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10:45 - 11:00    Session S94, ID 33 - Omecamtiv Mecarbil Improves Contraction Behaviour in a 3D Electromechanical Tissue Model of Heart Failure
Ilse van Herck1, Maria T Mora2, Henrik Finsberg1, Cécile Daversin-Catty1, Beatriz Trenor2, Hermenegild Arevalo1, Samuel Wall1
1Simula Research Laboratory, 2Universitat Politècnica de València
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11:00 - 11:15    Session S94, ID 131 - A 3D Finite Element Constrained Mixture Approach to Ventricular Growth
Charles Mann, Samuel Wall, Joakim Sundnes
Simula Research Laboratory
11:15 - 11:30    Session S94, ID 132 - Effects of Ventricular Myofiber Orientation on Mechanical Function in Human Heart Simulations
Jonathan Krauss1, Tobias Gerach2, Axel Loewe2
1Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 2Karlsruhe Institute of Technology (KIT)
11:30 - 11:45    Session S94, ID 269 - The Use of Autocorrelation Maps for Evaluation of Cardiac Resynchronization Therapy Outcome
Jana Svehlikova1, Anna Pribilova1, Michal Sasov2, Jan Zelinka1, Robert Hatala2, Milan Tysler1
1Institute of Measurement Science, SAS, 2National Institute for Cardiovascular Diseases
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11:45 - 12:00    Session S94, ID 297 - Conduction System Pacing Versus Biventricular Pacing for Cardiac resynchronization
Vito Starc1, Tadej Zlahtic2, David Žižek2, Dinko Zavrl2, Marta Cvijić2, Anja Zupan Mežnar2
1University of Ljubljana Faculty of Medicine, 2University Medical Centre Ljubljana
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12:00 - 14:00    Lunch
12:00 - 14:00    Session PA_3b - Atrial Arrhythmias: Endocardiography
12:00 - 14:00    Session PA_3b, ID 48 - Can sequentially collected electrograms be effectively used for dominant frequency mapping during persis-tent AF?
Xin Li1, Charlie Hugill1, Gavin Chu1, Mahmoud Ehnesh2, Tiago Paggi de Almeida1, Bharat Sidhu1, Ibrahim Anton1, Ahmed Kotb1, Peter Stafford3, G. Andre Ng1, Fernando Schlindwein1
1University of Leicester, 2University of Leicester. Department of Engineering, 3University Hospitals of Leicester NHS Trust
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12:00 - 14:00    Session PA_3b, ID 105 - Using High-resolution voltage maps to predict “redo” in the treatment of atrial fibrillation (AF)
Jean Bragard1, Leire Moriones1, Blas Echebarria2, Susana Ravassa3, Ignacio García-Bolao4
1University of Navarra, 2Universitat Politècnica de Catalunya, 3CIMA, University of Navarra, 4CUN, University of Navarra
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12:00 - 14:00    Session PA_3b, ID 142 - Cycle length estimation using accurate adaptive detection of local activations in atrial intracardiac electrograms
Dinara Veshchezerova1, Clement Bars2, Julien Seitz2
1Volta Medical, 2Hôpital Saint Joseph
12:00 - 14:00    Session PA_3b, ID 145 - Far-field Intracardiac Electrograms Removal Enables Highly Reliable Automatic Cycle Length Estimation During Atrial Arrhythmias
Thomas Boudou1, Julien Seitz2, Clément Bars3
1Volta Medical, 2Saint-Joseph Hospital, 3Saint-Joseph Hostpital
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12:00 - 14:00    Session PA_3b, ID 155 - Fibrosis Reduces the Coincidence of Repetitive Activations Patterns between the Coronary Sinus and Atrial Regions in Simulated Atrial Fibrillation
Margot van Montfoort1, Victor Marques1, Ozan Özgül1, Ali Gharaviri2, Simone Pezzuto3, Angelo Auricchio4, Pietro Bonizzi5, Ulrich Schotten1, Stef Zeemering1
1Maastricht University, 2University of Edinburgh, 3Institute of Computational Science, 4Center for Computational Medicine in Cardiology, 5Department of Data Science and Knowledge Engineering, Maastricht University
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12:00 - 14:00    Session PA_3b, ID 174 - Tracking of Atrial Fibrillation Drivers Based on Propagation Patterns: an In-Silico Study
Victor Marques1, Ali Gharaviri2, Simone Pezzuto3, Angelo Auricchio3, Pietro Bonizzi4, Stef Zeemering1, Ulrich Schotten1
1Maastricht University, 2University of Edinburgh, 3Center for Computational Medicine in Cardiology, 4Department of Data Science and Knowledge Engineering, Maastricht University
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12:00 - 14:00    Session PA_3b, ID 227 - Electrogram-based estimation of myocardial conduction using deep neural networks
Konstantinos Ntagiantas, Dimitrios Panagopoulos, Wing Poon, Danya Agha-Jaffar, Nicholas Peters, Chris Cantwell, Anil Bharath, Rasheda Chowdhury
Imperial College London
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12:00 - 14:00    Session PA_3b, ID 360 - Computer Simulations of Composite Maps for Detection of Atrial Fibrillation Mechanisms
Ozan Özgül1, Victor Marques1, Ben Hermans1, Arne van Hunnik1, Sander Verheule1, Ulrich Schotten1, Ali Gharaviri2, Simone Pezzuto3, Angelo Auricchio3, Pietro Bonizzi4, Stef Zeemering1
1Maastricht University, 2University of Edinburgh, 3USI Università della Svizzera italiana, 4Department of Data Science and Knowledge Engineering, Maastricht University
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12:00 - 14:00    Session PA_3b, ID 404 - Non-contact heart chamber modeling using catheter mediated ultrasound returns
Steve Yon
Acutus Medical
12:00 - 14:00    Session P7_4b - BSPM and ECGI
12:00 - 14:00    Session P7_4b, ID 160 - Modeling Structural Abnormalities in Equivalent Dipole Layer Based ECG Simulations
Manon Kloosterman1, Machteld Boonstra1, Folkert Asselbergs1, Peter Loh1, Thom Oostendorp1, Peter van Dam2
1University Medical Center Utrecht, 2UMC Utrecht
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12:00 - 14:00    Session P7_4b, ID 175 - Analysis of Atrial Fibrillation Dynamics in Body Surface Potential Maps and Electrocardiographic Imaging
Rubén Molero Alabau1, olivier Meste2, Joel Karel3, Ralf Peeters3, Pietro Bonizzi4, Maria de la Salud Guillem Sánchez1
1Universitat Politècnica de València, 2Université Côte d'Azur, CNRS, I3S, 3Maastricht University, 4Department of Data Science and Knowledge Engineering, Maastricht University
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12:00 - 14:00    Session P7_4b, ID 187 - Effect of Torso Mesh Density on Electrocardiographic Imaging Resolution from Atrial Fibrillation Simulations
Rubén Molero Alabau1, Ana González-Ascaso2, Ismael Hernández-Romero3, Andreu M. Climent1, Maria de la Salud Guillem Sánchez1
1Universitat Politècnica de València, 2Universitat Politecnica de Valencia, 3ITACA Institute, Universitat Politècnica de València
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12:00 - 14:00    Session P7_4b, ID 205 - Validation of a Novel Imageless Non-Invasive Electrocardiographic Imaging for the Characterization of Atrial Tachycardias
Jana Reventós Presmanes1, Eric Invers-Rubio2, Elisenda Ferro2, Ismael Hernández-Romero3, Clara Herrero-Martín3, Javier Milagro4, David Lundback4, Eduard Guasch2, Jose Tolosana2, Ivo Roca-Luque2, María Guillem3, Lluís Mont2, Jean Guichard2, Andreu Climent3
1Arrhythmias Department, Hospital Clínic de Barcelona, 2Department of Arrhythmias, Hospital Clínic de Barcelona, 3ITACA Institute, Universitat Politècnica de València, 4Corify Care SL
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12:00 - 14:00    Session P7_4b, ID 235 - Inference of Purkinje structure and ventricular conduction properties from clinical 12-lead electrocardiograms
Julia Camps1, Rafael Sebastian2, Lucas Berg3, Zhinuo Jenny Wang1, Xin Zhou1, Cristian Trovato1, Leto Riebel1, James Coleman1, Rafael Sachetto4, Brodie Lawson5, Vicente Grau1, Kevin Burrage6, Alfonso Bueno-Orovio1, Rodrigo Weber3, Blanca Rodriguez1
1University of Oxford, 2University of Valencia, 3Federal University of Juiz de Fora, 4Universidade Federal de São João del Rei, 5ARC Centre of Excellence for Mathematical and Statistical Frontiers (Queensland University of Technology), 6Queensland University of Technology
12:00 - 14:00    Session P7_4b, ID 260 - A Patient-Specific Equivalent Dipole Model
Gabriel Victorino Cardoso1, Geneviève Robin2, Andony Arrieula3, Mark Potse4, Michel Haïssaguerre5, Eric Moulines1, Remi Dubois6
1Ecole Polytechnique, 2LaMME Université d'Evry, 3Inria Bordeaux Sud Ouest, 4Université de Bordeaux, 5Bordeaux university hospital, 6IHU LIRYC
12:00 - 14:00    Session P7_4b, ID 275 - Effect of Segmentation Uncertainty on the ECGI Inverse Problem Solution and Source Localization
Narimane Gassa1, Nejib Zemzemi2, Machteld Boonstra3, Beata Ondrusova4, Jana Svehlikova5, Dana Brooks6, Ali Rababah7, Rob MacLeod8, Jess Tate8, Peter Van Dam3, Akil Narayan8
1University of Bordeaux, 2Inria Bordeaux Sud-Ouest, 3University Medical Center Utrecht, 4Institute of Measurement Science, 5Institute of Measurement Science, SAS, 6Northeastern University, 7Jordanian Royal Medical Services, 8University of Utah
12:00 - 14:00    Session P7_4b, ID 289 - Equivalent Dipole Trajectories Assessed From the 12-Lead ECG Using an Adaptable Human Torso Model
Vito Starc
University of Ljubljana Faculty of Medicine
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12:00 - 14:00    Session P7_4b, ID 350 - A personalized pipeline to reduce ECGi-AF biomarkers disparity: a clinical-computational study
Gabriel Costa1, Camila Restivo1, Italo Sandoval Ramos de Oliveira2, Maria de la Salud Guillem Sánchez3, Joao Salinet1
1HEartLab, Federal University of ABC, 2Universidade Federal do ABC, 3Universitat Politècnica de València
12:00 - 14:00    Session P7_4b, ID 362 - Dominant Frequency Estimation in AF from ECGI
Carlos Fambuena Santos1, Ismael Hernández-Romero2, Clara Herrero Martín3, Jana Reventós Presmanes4, Eric Invers Rubio5, Luis Mont5, Andreu M. Climent3, Maria de la Salud Guillem Sánchez3
1UPV, 2ITACA Institute, Universitat Politècnica de València, 3Universitat Politècnica de València, 4Arrhythmias Department, Hospital Clínic de Barcelona, 5Hospital Clinic de Barcelona
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12:00 - 14:00    Session P7_4b, ID 395 - Activation Sites Estimation using a Fast Algorithm Based on an Eikonal Equation
Jérôme Fehrenbach1 and Lisl Weynans2
1Toulouse University, 2Bordeaux University
12:00 - 14:00    Session P7_4b, ID 403 - A Sliding Window Approach to Regularization in Electrocardiographic Imaging
Ben Orkild1, Jake Bergquist1, Lindsay Rupp1, Anna Busatto1, Brian Zenger1, Wilson Good2, Jaume Coll-Font3, Rob MacLeod1
1University of Utah, 2The SCI Institute, 3Massachusetts General Hospital
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12:00 - 14:00    Session PA_5c - Modeling Arrhythmias
12:00 - 14:00    Session PA_5c, ID 420 - In Silico Investigation of the Functional Effects of Long QT Syndrome Variant 3 on Electrical Conduction at PVJ
Cunjin Luo1 and Ying He2
1University of Essex, 2University of Nottingham
12:00 - 14:00    Session PA_5c, ID 89 - A Computational Model of Brugada Syndrome in 3D Heterogeneous Cardiac Tissue
Paolo Seghetti1, Niccolò Biasi2, Marco Laurino3, Alessandro Tognetti4
1Scuola superiore sant'Anna, 2University of Pisa-Dip. Ingegneria Informazione, 3National Research Council, Institute of Clinical Physiology, 4University of Pisa
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12:00 - 14:00    Session PA_5c, ID 143 - N2091S Mutation Promotes Action Potential Alternans in Middle Cells of Human Ventricle: A Simulation Study
Yumin Shen, Na Zhao, Zhipeng Cai, Chengyu Liu, Jianqing Li
Southeast University
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12:00 - 14:00    Session PA_5c, ID 104 - In-silico Inducibility of Ventricular Tachycardia in Patient-Specific Post-Infarction Ventricular Models
Javier Villar Valero1, Juan Gomez2, David Soto-Iglesias3, Diego Penela3, Antonio Berruezo3, Beatriz Trenor1
1Universitat Politècnica de València, 2Valencian International University, 3Arrhythmia Department, Heart Institute, Teknon Medical Center
12:00 - 14:00    Session PA_5c, ID 45 - Mechanistic Investigations of Pro-arrhythmic Interplay Between Fibrosis, Ischemia and Ionic Remodelling in Hypertrophic Cardiomyopathy
James Coleman, Rubén Doste, Alfonso Bueno-Orovio
University of Oxford
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12:00 - 14:00    Session PA_5c, ID 392 - Modelling and simulation reveals density-dependent re-entry risk in the chronic infarcted ventricles after stem cell derived cardiomyocyte delivery
Leto Riebel1, Zhinuo Wang1, Hector Martinez-Navarro1, Cristian Trovato1, Jacopo Biasetti2, Rafael Sachetto Oliveira3, Rodrigo Weber dos Santos4, Blanca Rodriguez1
1University of Oxford, 2AstraZeneca AB R&D, 3Universidade Federal de São João del-Rei, 4Universidade Federal de Juiz de Fora
12:00 - 14:00    Session PA_5c, ID 188 - Physics-informed Fully Connected and Recurrent Neural Networks for Cardiac Electrophysiology Modelling
Ihsahe Olakorede, Shaheim Ogbomo-Harmitt, Ahmed Qureshi, Oleg Aslanidi
King's College London
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12:00 - 14:00    Session PA_5c, ID 218 - Impact of Fibrosis Border Zone Characterisation on Fibrosis-Substrate Isolation Ablation Outcome for Atrial Fibrillation
Shaheim Ogbomo-Harmitt, Ahmed Qureshi, Andrew King, Oleg Aslanidi
King's College London
12:00 - 14:00    Session PA_5d - Whole Heart Modeling
12:00 - 14:00    Session PA_5d, ID 24 - Sensitivity Analysis of ECG Features to Computational Model Input Parameters
Jenny Venton1, Karli Gillette2, Matthias Gsell3, Axel Loewe4, Claudia Nagel5, Benjamin Winkler6, Louise Wright1
1Data Science, National Physical Laboratory, 2Gottfried Schatz Research Center - Medical University of Graz, 3Medical University of Graz, 4Karlsruhe Institute of Technology (KIT), 5Institute of Biomedical Engineering - Karlsruhe Institute of Technology (KIT), 6Physikalisch-Technische Bundesanstalt (PTB)
File
12:00 - 14:00    Session PA_5d, ID 399 - A comparison of multithreading, vectorization, and GPU computing for the acceleration of cardiac electrophysiology models
Chiheb Sakka1, Amina Guermouche2, Olivier Aumage2, Emmanuelle Saillard2, Mark Potse3, Yves Coudière3, Denis Barthou2
1National Institute for Research in Digital Science and Technology, 2Inria Bordeaux Sud-Ouest, 3Université de Bordeaux
File
12:00 - 14:00    Session PA_5d, ID 291 - Cardiac Function Assessment Using Personalized Reduced-Order Pulse Wave Modeling
Kamil Wołos and Jan Poleszczuk
Nalecz Institute of Biocybernetics and Biomedical Sciences, Polish Academy of Sciences
12:00 - 14:00    Session PA_5d, ID 388 - Accelerating stabilization of whole-heart models after changes in cycle length
Syed Hassaan Ahmed Bukhari1, Carlos Sánchez2, Esther Pueyo1, Mark Potse3
1University of Zaragoza, 2Centro Universitario de la Defensa de Zaragoza, 3Université de Bordeaux
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12:00 - 14:00    Session PA_6 - Medical Informatics and Technology
12:00 - 14:00    Session PA_6, ID 2 - Probabilistic Inference of Comorbidities from Symp-toms in Patients with Atrial Fibrillation: An Ontology-Driven Hybrid Clinical Decision Support System
Alexander Lacki1, Diego Diego Boscá Tomás2, Antonio Martínez-Millana1
1Universitat Politècnica de València, 2VeraTech for Health
File
12:00 - 14:00    Session PA_6, ID 134 - Accuracy of Kubios HRV software respiratory rate estimation algorithms
Jukka Lipponen1 and Mika Tarvainen2
1University of Eastern Finland, Kuopio, Finland, 2University of Eastern Finland
File
12:00 - 14:00    Session PA_6, ID 189 - Optimal Fluid and Vasopressor Interventions in Septic ICU Patients Through Reinforcement Learning Model
Maximiliano Mollura1, Cristian Drudi1, Li-wei Lehman2, Riccardo Barbieri1
1Politecnico di Milano, 2Massachusetts Institute of Technology
File
12:00 - 14:00    Session PA_6, ID 321 - Automated Identification of Label Errors in Large Electrocardiogram Datasets
Peter Doggart1 and Alan Kennedy2
1PulseAI, 2PulseAI Ltd
12:00 - 14:00    Session PA_6, ID 328 - Multimodal Analysis of Physiological Signals for Wearable-Based Emotion Recognition Using Machine Learning
Feryal Alskafi1, Ahsan Khandoker1, Uichin Lee2, Cheul Park2, Herbert Jelinek1
1Khalifa University, 2Korea Advanced Institute of Science and Technology
File
12:00 - 14:00    Session PA_6, ID 339 - Detecting Intrapartum Fetal Hypoxia from Cardiotocography using machine learning
Farah Francis1, Honghan Wu2, Saturnino Luz1, Sarah Stock3, Rosemary Townsend1
1University of Edinburgh, 2University College London, 3University of Edinbugh
File
12:00 - 14:00    Session PA_6, ID 401 - AI Based Directory Discovery Attack and Prevention of the Cardiac Medical Diagnosis Systems
Ying He1 and Cunjin Luo2
1University of Nottingham, 2University of Essex
12:00 - 14:00    Session PA_6, ID 25 - Use of Recurrent Neural Networks for Mean Blood Pressure Prediction Based on Impedance Cardiography Measurements
Marek Żyliński1, Gerard Cybulski2, Wiktor Niewiadomski3
1Warsaw University of Technology, 2Department of Mechatronics, WUT, 3Mossakowski Medical Research Centre Polish Academy of Sciences
12:00 - 14:00    Session PA_6, ID 167 - Machine learning of drug influence based on iPSC cardiomyocyte calcium transient signals
Martti Juhola1, Henry Joutsijoki1, Risto-Pekka Pölönen2, Katriina Aalto-Setälä1
1Tampere University, 2University of California Davis
12:00 - 14:00    Session PA_6, ID 177 - In silico assessment of a multihole electrode design for High Power Short Duration ablation
Argyrios Petras1, Massimiliano Leoni1, Zoraida Moreno Weidmann2, Jose Guerra3, Luca Gerardo-Giorda4
1RICAM - Johann Radon Institute for Computational and Applied Mathematics, 2Hospital de la Santa Creu i Sant Pau, 3Hospital de la Santa Creu i San Pau, 4Johannes Kepler University
File
12:00 - 14:00    Session PA_6, ID 253 - Effect of lower limb muscles activity on postural control in Parkinson’s patients with orthostatic hypotension
Rabie Fadil1, Asenath Huether2, Andrew Blaber3, Jau-Shin Lou2, Kouhyar Tavakolian4
1University of North Dakota, Biomedical Engineering Research Complex, 2Department of Neurology, Sanford Health, 3Department of Biomedical Physiology and Kinesiology, Simon Fraser University, 4Biomedical Engineering Program, University of North Dakota
File
12:00 - 14:00    Session PA_6, ID 277 - Naive Bayesian-based nomogram for identification of early asymptomatic Dilated Cardiomyopathy
Aleksandar Miladinovic1, Katerina Iscra2, Milos Ajcevic2, Luca Restivo2, Simone Kresevic2, Marco Merlo2, Gianfranco Sinagra2, Agosino Accardo2
1Institute for Maternal and Child health IRCCS "Burlo Garofolo", 2University of Trieste
File
12:00 - 14:00    Session PA_6, ID 215 - Verification of the Assumptions of Volume-Clamp Method for Continuous Blood Pressure Measurement in a Silicone Phantom
Marek Żyliński1 and Gerard Cybulski2
1Warsaw University of Technology, 2Department of Mechatronics, WUT
File
12:00 - 14:00    Session PA_6, ID 231 - Remote Monitoring of Cardiorespiratory Parameters in COVID-19 Patients Following Hospital Discharge
Ganesh Raam Kumarasamy1, Hélène De Cannière2, Julie Vranken2, Michiel Jacobs3, Peter Karsmakers3, Pieter Vandervoort2
1Hasselt University, 2Mobile Health Unit, Hasselt University, 3Declarative Languages and Artificial Intelligence - Advanced Integrated Sensing, KU Leuven
12:00 - 14:00    Session PA_6, ID 259 - A validation study of two wrist worn wearable devices for remote assessment of exercise capacity
Alexandra Jamieson, Michele Orini, Nish Chaturvedi, Alun Hughes
UCL
12:00 - 14:00    Session PA_7 - System Study and Heart Rate Variability
12:00 - 14:00    Session PA_7, ID 4 - Heart rate variability in heart transplant recipients with graft hypertrophy
Danuta Makowiec1 and Joanna Wdowczyk2
1University of Gdansk, 2Medical Unversity of Gdańsk
12:00 - 14:00    Session PA_7, ID 9 - Using Signal Quality Assessment (SQA) to help sleep stage classification
Mahtab Mohammadpoorfaskhodi1 and Miguel Garcia-Gonzalez2
1Universitat Politècnica de Catalunya, 2Universitat Politecnica de Catalunya
File
12:00 - 14:00    Session PA_7, ID 14 - Comparison of Heart Rate Variability Indices Based on Seismocardiograms from Healthy Volunteers and Patients with Valvular Heart Diseases
Szymon Siecinski, Pawel Kostka, Ewaryst Tkacz
Silesian University of Technology
12:00 - 14:00    Session PA_7, ID 16 - Respiratory-Vagal Modulatory Effects of Cold Face Test on the High Frequency Components of Systolic and Diastolic Blood Pressure Variability
Alejandra Guillén-Mandujano1, Salvador Carrasco-Sosa1, Aldo Mejía-Rodríguez2
1Universidad Autónoma Metropolitana-I, 2Universidad Autónoma de San Luis Potosí, SLP
File
12:00 - 14:00    Session PA_7, ID 77 - Comparison of signal combinations for cardiorespiratory sleep staging
Miriam Goldammer1, Sebastian Zaunseder2, Franz Ehrlich1, Hagen Malberg1
1TU Dresden, 2FH Dortmund
12:00 - 14:00    Session PA_7, ID 86 - Hidden Hazards Beneath Cross-Validation Methods in Machine Learning-Based Sleep Apnea Detection
Daniele Padovano1, Arturo Martinez-Rodrigo1, Jose Pastor1, José J Rieta2, Raul Alcaraz1
1University of Castilla-La Mancha, 2BioMIT.org, Universitat Politecnica Valencia
File
12:00 - 14:00    Session PA_7, ID 133 - Circadian Modulation of Electrocardiographic Alternans in Kidney Failure Patients on Dialysis
Ilaria Marcantoni, Chiara Leoni, Claudia Peroni, Agnese Sbrollini, Micaela Morettini, Laura Burattini
Università Politecnica delle Marche
File
12:00 - 14:00    Session PA_7, ID 140 - Physiologic Patients' Response to Fluid Administration in the Intensive Care Unit
Maximiliano Mollura1, Claudia Salerni1, Li-wei Lehman2, Riccardo Barbieri1
1Politecnico di Milano, 2Massachusetts Institute of Technology
File
12:00 - 14:00    Session PA_7, ID 199 - Does Ectopic Beats bring more discriminatory information to diagnose Ischemic Heart Disease?
Katerina Iscra1, Aleksandar Miladinovic2, Milos Ajcevic1, Luca Restivo1, Simone Kresevic1, Marco Merlo1, Gianfranco Sinagra1, Agostino Accardo1
1University of Trieste, 2Institute for Maternal and Child health IRCCS "Burlo Garofolo"
12:00 - 14:00    Session PA_7, ID 206 - Densely Connected Neural Network and Permutation Entropy in the Early Diagnostic in COVID patients
Luz Diaz1, Maria Rodriguez1, Diego Cornejo1, Miguel Vizcardo1, Antonio Ravelo2, Esteban Alvarez3, Victor Cabrera1, Dante Condori-Merma1
1Universidad Nacional de San Agustin de Arequipa, 2Universidad de Las Palmas de Gran Canaria, 3Universidad Central de Venezuela
File
12:00 - 14:00    Session PA_7, ID 225 - Effects of Beta-Blocker on Heart Rate Variability of Heart Failure with Preserved Ejection Fraction
Shiza Saleem, Mohanad Alkhodari, Leontios Hadjileontiadis, Ahsan Khandoker, Herbert Jelinek
Khalifa University
12:00 - 14:00    Session PA_7, ID 248 - Recovery Assessment of Open-heart Cardiac Surgery Patients Using Heart Rate Variability Parameters
Seyedsadra Miri1, Sabina Lähteenmäki2, Heidi Mahrberg3, Antti Vehkaoja1, Jari Laurikka2, Jari Viik1
1Faculty of Medicine and Health Technology, Tampere University, 2Faculty of Medicine and Health Technology, Tampere University & Tampere Heart Hospital, 3Tampere Heart Hospital
File
12:00 - 14:00    Session PA_7, ID 284 - Reduced RR Interval Correlations of Long QT Syndrome Patients
Teemu Pukkila1, Matti Molkkari2, Jiyeong Kim1, Esa Rasanen1
1Tampere University, 2Computational Physics Laboratory, Tampere University
File
12:00 - 14:00    Session PA_7, ID 293 - Derangement of Cardiovascular Regulatory Mechanisms in COVID-19 Patients in Intensive Care Unit and its Association with Mortality
Francesca Gelpi1, Vlasta Bari1, Beatrice Cairo1, Beatrice De Maria2, Noemi Cornara3, Riccardo Colombo4, Alberto Porta1
1Department of Biomedical Sciences for Health, University of Milan, 2IRCCS Istituti Clinici Scientifici Maugeri, Milan, 3Department of Cardiothoracic, Vascular Anesthesia and Intensive Care, IRCCS Policlinico, 44Department of Anesthesiology and Intensive Care, ASST Fatebenefratelli-Sacco, Luigi Sacco Hospital
12:00 - 14:00    Session PA_7, ID 313 - Approximate Entropy and Densely Connected Neural Network in the Early Diagnostic of Patients with Chagas Disease
Maria Rodriguez1, Miguel Vizcardo1, Antonio Ravelo2, Esteban Alvarez3, Luz Diaz1, Diego Cornejo1, Victor Cabrera1, Dante Condori-Merma1
1Universidad Nacional de San Agustin de Arequipa, 2Universidad Las Palmas Gran Canarias, 3Universidad Cantral de Venezuela
12:00 - 14:00    Session PA_7, ID 327 - Investigating Phase Coherence between Respiratory Sinus Arrhythmia and Respiration in Depressed patients with Obstructive Sleep Apnea across the Sleep Stages
Yahya Alzaanbi and Ahsan Khandoker
Khalifa University
12:00 - 14:00    Session PA_7, ID 343 - Generalization of Deep Sequence Models for Forecasting Aortic Pressure Cross-Cohort
Elise Jortberg1, Alan Li2, Zihao Zhou2, Rose Yu2
1Abiomed, 2UCSD
12:00 - 14:00    Session PA_7, ID 383 - Blood Pressure Classification by Analyzing the behavior of Heart Rate Variability in Poincare Plot
Shahab Rezaei1, Keivan Maghooli2, Nader Jafarnia Dabanloo2, Fardad Farrokhi3
1Islamic Azad University, Central Tehran Branch, Tehran, Iran, 2Department of Biomedical Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran, 3Department of Biomedical Engineering, Central Tehran Branch, Islamic Azad University, Tehran, Iran
File
12:00 - 14:00    Session PA_7, ID 417 - Feasibility of Wearable Armband Bipolar ECG Lead-1 for Long-term HRV Monitoring Using a Combined Signal Averaging and 2-stage Wavelet Denoising Technique
Omar Escalona, Sophie Magwood, Anna Hilton, Niamh McCallan
Ulster University
12:00 - 14:00    Session PA_8 - Challenge
12:00 - 14:00    Session PA_8, ID 198 - Beat-wise uncertainty learning for murmur detection in heart sounds
Xingyao Wang1, Foli Fan1, Hongxiang Gao1, Shuo Zhang1, Chenxi Yang1, Jianqing Li1, Chengyu Liu2
1State Key Laboratory of Bioelectronics, School of Instrument Science and Engineering, Southeast University, Nanjing, China, 2Southeast University
12:00 - 14:00    Session PA_8, ID 201 - ACQuA: Anomaly Classification with Quasi-Attractors
William Rudman, Jack Merullo, Laura Mercurio, Carsten Eickhoff
Brown University
File
12:00 - 14:00    Session PA_8, ID 241 - Heart Murmur Detection using Ensemble of Boosted Classifiers for Phonocardiograms Recorded from Multiple Auscultation Locations
Saman Parvaneh, Matt Song, Zaniar Ardalan
Edwards Lifesciences
File
12:00 - 14:00    Session PA_8, ID 246 - Heart Murmurs Detection Using Traditional And Deep Learning Methods
YunChen Yen, Xueqiao Peng, Changchang Yin, Ping Zhang
The Ohio State University
File
12:00 - 14:00    Session PA_8, ID 249 - Maiby's Algorithm: Convolution Neural Network applied to Melspectograms for Automatic Auscultation of Congenital Heart Disease
Matheus Araujo1, Dewen Zeng2, Joao Palotti3, Xinrong Hu2, Yiyu Shi2, Wei Guang Shao4, Lee Pyles5, Quan Ni4
1Cleveland Clinic Foundation, 2University of Notre Dame, 3Qatar Computing Research Institute, 4One Heart Health, 5West Virginia University
12:00 - 14:00    Session PA_8, ID 251 - Heart Murmur Detection Using Wavelet Time Scattering and Support Vector Machines
Adrian Cornely and Grace Mirsky
Benedictine University
12:00 - 14:00    Session PA_8, ID 266 - A Deep Learning-based Heart Murmurs Detector
Daniel Eneriz1, Antonio Rodriguez-Almeida2, Himar Fabelo3, Samuel Ortega4, Francisco Balea-Fernandez5, Nicolás Medrano1, Belén Calvo1, Gustavo Callico2
1Group of Electronic Design Aragon Institute of Engineering Research (I3A) University of Zaragoza (UZ), 2Institute for Applied Microelectronics(IUMA) University of Las Palmas de Gran Canaria (ULPGC), 3Fundación Canaria Instituto de Investigación Sanitaria de Canarias (FIISC), IUMA, ULPGC, 4Norwegian Institute of Food Fisheries and Aquaculture Research, Nofima, 5Dept. of Psychology, Sociology and Social Work, IUMA, University of Las Palmas de Gran Canaria (ULPGC)
12:00 - 14:00    Session PA_8, ID 272 - Automated Methods for the Detection of Heart Murmurs in Phonocardiography Recordings
Alexis Dorier, Shaun Davidson, Sotirakis Charalampos, Mauricio Villarroel Montoya
University of Oxford
File
12:00 - 14:00    Session PA_8, ID 274 - Abnormal Waves Detection from Phonocardiogram Recordings using SE_ResNet with Sign Loss Function
Yangming Guo, Zhuo Liu, Xingzhi Sun
Pingan Healthcare Technology
12:00 - 14:00    Session PA_8, ID 280 - Heart Murmur Detection in Phonocardiographic Signals Using Breathing Noise Suppression
Kristóf Müller and Dr. Márton Áron Goda
Pázmány Péter Catholic University - Faculty of Information Technology and Bionics
12:00 - 14:00    Session PA_8, ID 285 - Heart Murmur Detection Using an Ensemble Model Based on Multi-Feature Fusion
Yue Zhao, Zhuoyang Xu, Tingting Zhao
PingAn Chuangke
12:00 - 14:00    Session PA_8, ID 290 - End-To-End Model for Detecting Murmurs from Phonocardiograms Using Asymmetric Loss
Hussain Alasmawi and Mohammad Yaqub
Mohamed bin Zayed University of Artificial Intelligence
File
12:00 - 14:00    Session PA_8, ID 292 - Heart Murmurs Detection from Phonocardiograms Using a Multi-input Deep Learning Model
Ali Rababah1, Raymond Bond2, Khaled Rjoob3, Alan Kennedy4, Peter Doggart5, Magd Kotb6, Dewar Finlay2
1Jordanian Royal Medical Services, 2Ulster University, 3University College London, 4PulseAI Ltd, 5PulseAI, 6Cairo University
12:00 - 14:00    Session PA_8, ID 298 - Listen to your heart: Α self-supervised aprroach for detecting murmur in heart-beat sounds for the Physionet 2022 challenge
Aristotelis Ballas1, Vasileios Papapanagiotou2, Anastasios Delopoulos2, Christos Diou3
1Harokopio University of Athens, Department of Informatics and Telematics, 2Aristotle University of Thessaloniki, 3Harokopio University of Athens
12:00 - 14:00    Session PA_8, ID 309 - Mixture of Deep Experts for Phonocardiogram Classification
Yale Chang1, Luoluo Liu1, Gregory Boverman2, Corneliu Antonescu3
1Philips, 2NA, 3Banner Health
12:00 - 14:00    Session PA_8, ID 310 - A Fusion of Handcrafted Features and Deep Learning Classifiers for Heart Murmur Detection
Zaria Imran1, Ethan Grooby1, Chiranjibi Sitaula1, Vinayaka Malgi2, Sunil Aryal2, Faezeh Marzbanrad1
1Monash University, 2Deakin University
File
12:00 - 14:00    Session PA_8, ID 315 - Modified Variable Kernel Length ResNets for Heart Murmur Detection using Multi-positional Phonocardiogram Recordings
Vijay Vignesh Venkataramani, Akshit Garg, U. Deva Priyakumar
International Institute of Information Technology, Hyderabad
12:00 - 14:00    Session PA_8, ID 318 - Heart Murmur Classification from PCGs Based on Multi-Source Features
Peng Wang
Aerospace Information Research Institute, Chinese Academy of Sciences (AIRCAS)
12:00 - 14:00    Session PA_8, ID 322 - Two-stage Detection of Murmurs from Phonocardiograms using Deep and One-class Methods
Sara Summerton1, Darcy Murphy1, Danny Wood1, Matti Kaisti2, Gavin Brown1, David Wong1
1University of Manchester, 2University of Turku, Department of Computing
12:00 - 14:00    Session PA_8, ID 329 - Detecting Murmurs in Phonocardiogram Recordings Using Feature Based Ensemble Learning
Mohammed Baydoun1, Hassan Ghaziri1, Ali El-Hajj2, Lise Safatly3
1BRIC, 2American University of Beirut, 3Lebanese University
File
12:00 - 14:00    Session PA_8, ID 355 - Multimodal Heart Murmur Detection through Path Signature
Felix Krones, Benjamin Walker, Adam Mahdi
Oxford University
12:00 - 14:00    Session PA_8, ID 390 - Murmur Detection from Phonocardiogram Recordings using Spectral Features
Imad Eddine Toubal, Yang Yang Wang, Filiz Bunyak, Kannappan Palaniappan
University of Missouri
File
12:00 - 14:00    Session PA_8, ID 393 - Classification of Heart Murmurs by a hybrid Deep-Learning Architecture based on Residual Convolutional Neural Networks and Attention-based Convolution-free Audio Spectrogram Transformers
Enrique Almar Muñoz1, Marawan Elbatel1, Santiago Jimenez2, Conrado Calvo3
1MAIA, Universitat de Girona, 2Universitat Politècnica de València, 3Universitat de València; Universitat Politècnica de València
12:00 - 14:00    Session PA_8, ID 406 - PCG Murmur Detection by GA ensemble of Scalogram Based Convolutional Neural Network and Random Forest Classifier
Muhammad Zoraiz Ramay
Department of Computer and Software Engineering, National University of Sciences and Technology, Islamabad 44000, Pakistan
12:00 - 14:00    Session PA_8, ID 408 - Phonocardiographic Murmur Detection by Scattering-Recurrent Networks
Philip Warrick1 and Jonathan Afilalo2
1PeriGen Canada, McGill University, 2McGill University
File
12:00 - 14:00    Session PA_8, ID 436 - WILDCARD 1
Cristiana Corsi
University of Bologna
12:00 - 14:00    Session PA_8, ID 437 - WILDCARD 2
Cristiana Corsi
University of Bologna
14:00 - 15:00    Session SB1 - Ventricular Arrhythmias

14:00 - 14:15    Session SB1, ID 340 - Right ventricular vs left bundle branch pacing-induced changes in ECG depolarization and repolarization
Clara Sales Bellés1, Jorge Melero2, Inés Julián2, Javier Ramos2, Ana Minchole3, Esther Pueyo4
1Universidad de Zaragoza, 2Lozano Blesa Clinical University Hospital, 3University of Oxford, 4University of Zaragoza
File
14:15 - 14:30    Session SB1, ID 351 - Efficacy of spectral signatures for the automatic classification of ventricular abnormal potentials in substrate-guided mapping procedures
Giulia Baldazzi1, Marco Orrù2, Mirko Matraxia3, Graziana Viola4, Danilo Pani5
1DIEE, University of Cagliari; DIBRIS, University of Genova;, 2DIEE, University of Cagliari, 3Medical Concept Lab, 4EP STAFF, Santissima Annunziata Hospital, Sassari, Italy, 5DIEE - University of Cagliari
14:30 - 14:45    Session SB1, ID 381 - A New Approach for Mapping Electrical Conduction in Ventricular Tachycardia
Claudio Fabbri1, Matteo Diani1, Nicola Trevisi2, Cristiana Corsi1
1University of Bologna, 2Infermi Hospital - AUSL Romagna
14:45 - 15:00    Session SB1, ID 382 - Exploring transfer learning for ventricular tachycardia electrophysiology studies
Andrea Pitzus1, Giulia Baldazzi2, Marco Orrù1, Alberto Valdes Rey1, Mirko Matraxia3, Graziana Viola4, Petar Djuric5, Danilo Pani1
1DIEE - University of Cagliari, 2DIEE, University of Cagliari; DIBRIS, University of Genova;, 3Medical Concept Lab, 4Division of Cardiology, San Francesco Hospital, 5Stony Brook University, Stony Brook
14:00 - 15:00    Session SB2 - Ballistocardiography and Seismocardiography

14:00 - 14:15    Session SB2, ID 110 - Cuff-less Estimation of Blood Pressure from Vibrational Cardiography using a Convolutional Neural Network
James Skoric1, Yannick D'Mello1, Nathan Clairmonte1, Angus McLean1, Siddiqui Hakim1, Ezz Aboulezz1, Michel Lortie2, David Plant1
1McGill University, 2MDA Corporation
File
14:15 - 14:30    Session SB2, ID 370 - Cardiac Time Intervals Derived from Electrocardiography and Seismocardiography in Different Patient Groups
Ismail Elnaggar1, Jouni Pykäri2, Tero Hurnanen1, Olli Lahdenoja1, Antti Airola1, Matti Kaisti1, Tuija Vasankari2, Mikko Savontaus2, Tero Koivisto1
1University of Turku, 2Turku University Hospital
14:30 - 14:45    Session SB2, ID 364 - Multichannel Bed Based Ballistocardiography Heart Rate Estimation using Continuous Wavelet Transforms and Autocorrelation
Ismail Elnaggar, Tero Hurnanen, Jonas Sandelin, Olli Lahdenoja, Antti Airola, Matti Kaisti, Tero Koivisto
University of Turku
14:45 - 15:00    Session SB2, ID 304 - Heart pulse demodulation from Emfit mattress sensor using spectral and source separation techniques.
Jose Maria Perez-Macias1, Alpo Värri1, Sari-Leena Himanen1, Mirja Tenhunen2, Jari Viik1
1Tampere University, 2Tampere University Hospital (TAYS) and Tampere University
14:00 - 15:00    Session SB3 - ECG and Sleep Disorders

14:00 - 14:15    Session SB3, ID 82 - Detecting OSAS and Depression in OSAS Patients with ECG and EEG Signals Using Machine Learning without Feature Processing
Mostafa Moussa, Yahya Alzaabi, Ahsan Khandoker
Khalifa University
File
14:15 - 14:30    Session SB3, ID 100 - Predicting daytime sleepiness from ECG-based respiratory rate using deep learning
Emmi Antikainen1, Rana Zia Ur Rehman2, Teemu Ahmaniemi1, Meenakshi Chatterjee3
1VTT Technical Research Centre of Finland Ltd., 2Newcastle University, 3Janssen Research & Development
14:30 - 14:45    Session SB3, ID 194 - Cardiopulmonary Analysis of Sleep Apnea Based on Weighted Limited Penetrable Visibility Graph
Kejun Dong1, Li Zhao1, Cairong Zou1, Jianqing Li1, Chengyu Liu2
1Southeast University at China, 2Southeast University
File
14:45 - 15:00    Session SB3, ID 389 - Characterization of Autonomic Dysfunction in REM Sleep Behavior Disorder
Nicla Mandas1, Maximiliano Mollura1, Giulia Baldazzi2, Michela Figorilli3, Monica Puligheddu3, Danilo Pani4, Riccardo Barbieri1
1Politecnico di Milano, 2DIEE, University of Cagliari; DIBRIS, University of Genova;, 3University of Cagliari, 4DIEE - University of Cagliari
File
14:00 - 15:00    Session SB4 - YIA semi-finalists

14:00 - 14:15    Session SB4, ID 378 - Modelling Virchow's Triad to Improve Stroke Risk Assessment in Atrial Fibrillation Patients
Ahmed Qureshi1, Maximilian Balmus1, Steven Williams2, Gregory Lip3, David Nordsletten4, Oleg Aslanidi1, Adelaide de Vecchi1
1King's College London, 2University of Edinburgh, 3University of Liverpool, 4University of Michigan
14:15 - 14:30    Session SB4, ID 337 - Effect of Contact Force on Local Electrical Impedance in Atrial Tissue - an in silico Evaluation
Carmen Martinez Anton1, Jorge Sánchez2, Andreas Heinkele3, Laura Anna Unger4, Annika Haas5, Kerstin Schmidt5, Armin Luik5, Axel Loewe6, Olaf Doessel3
1KIT, 2Institue of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 3Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 4Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 5Medizinische Klinik IV, Städtisches Klinikum Karlsruhe, Academic Teaching Hospital of the University of Freiburg, 6Karlsruhe Institute of Technology (KIT)
File
14:30 - 14:45    Session SB4, ID 341 - Cosinor-Based Circadianity of T-Wave Alternans Activity as a Predictor of Sudden Cardiac Death in Heart Failure: a Post-Hoc Analysis of the GISSI-HF Holter Substudy
Marcos Usón1, johannes de bie2, Roberto Maestri3, Maria Teresa La Rovere3, Juan Pablo Martínez4, Alba Martin5
1Universidad de Zaragoza, 2University of Bologna, 3IRCCS, Istituti Clinici Scientifici Maugeri, 4jpmart@unizar.es, 5Biomedical Signal Interpretation and Computational Simulation Group (BSICoS), Universidad de Zaragoza
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14:45 - 15:00    Session SB4, ID 103 - Comparison Between ECG-Derived Respiration and Respiratory Flow for the Assessment of Cardiorespiratory Coupling Before and After Cardiopulmonary Exercise Test Protocol
Beatrice Cairo1, Vlasta Bari1, Francesca Gelpi1, Beatrice De Maria2, Anita Mollo3, Francesco Bandera1, Alberto Porta1
1Department of Biomedical Sciences for Health, University of Milan, 2IRCCS Istituti Clinici Scientifici Maugeri, Milan, 3Cardiology University Department, IRCCS Policlinico San Donato
15:00 - 16:00    Session CP - Closing Plenary

15:00 - 15:15    Session CP, ID 212 - The Effect of Heart Rate and Atrial Contraction on Left Ventricular Function
Rosie Barrows1, Marina Strocchi1, Christoph Augustin2, Matthias Gsell2, Caroline Roney3, Jose Solis-Lemus1, Hao Xu1, Karli Gillette2, Ronak Rajani1, John Whitaker1, Edward Vigmond4, Martin Bishop1, Gernot Plank2, Steven Niederer1
1King's College London, 2Medical University of Graz, 3Queen Mary University of London, 4IHU Liryc
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15:15 - 15:30    Session CP, ID 202 - Mutation-specific hypertrophic cardiomyopathy and Mavacamten: a mechano-energetic in silico study
Mohamadamin Forouzandehmehr, Michelangelo Paci, Jussi Koivumäki, Jari Hyttinen
Tampere University
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15:30 - 16:00    Session CP, ID 438 - Personal ECG Devices- Practical Aspects and Clinical Relevance
David Albert
AliveCor
16:00 - 16:30    Awards and Closing Remarks