Monday, September 5, 2022
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8:30 - 8:45
Monday
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Welcome to CinC 2022
- Duetto 1-2
Chair: Rob MacLeod
Co-Chair: Jari Hyttinen
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PDF Abstract
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PDF Preprint
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8:45 - 10:15
Monday
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Session RDYIA -
Rosanna Degani Young Investigator Finals
- Duetto 1-2
Chair: Maria Guillem
Co-Chair: Rob MacLeod
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8:45 - 9:05
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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
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9:25 - 9:45
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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
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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
Monday
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Coffee break
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10:45 - 12:15
Monday
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Session S21 -
ECG- Analysis: Ischemia and COVID-19
- Duetto 1-2
Chair: Cees A. Swenne
Co-Chair: Roberto Sassi
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10:45 - 11:00
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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
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12:00 - 12:15
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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
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10:45 - 12:15
Monday
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Session S22 -
Atrial Arrhythmias: Electrocardiography
- Sopraano
Chair: Frida Sandberg
Co-Chair: Edward Vigmond
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11:00 - 11:15
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Session S22, ID 59 -
Estimation of f-wave Dominant Frequency Using a Voting Scheme
Shany Biton1, Mahmoud Suleiman2, Noam Ben Moshe3, Leif Sornmo4, Joachim A. Behar5
1Faculty of Biomedical Engineering, Technion-IIT, 2Department of Cardiology, Rambam Medical Center and Technion The Ruth and Bruce Rappaport, 3Technion, 4Department of Biomedical Engineering, Lund University, 5Technion-IIT
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11:45 - 12:00
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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)
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10:45 - 12:15
Monday
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Session S23 -
Heart Rate Variability in Antepartum and Peripartum
- Sonaatti 1
Chair: Philip Warrick
Co-Chair: Christoph Hoog Antink
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10:45 - 11:00
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Session S23, ID 268 -
The Nonlinear Dynamic Response of Intrapartum Fetal Heart Rate to 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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11:30 - 11:45
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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
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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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10:45 - 12:15
Monday
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Session S24 -
Cardiovascular Imaging
- Opus 3
Chair: Kathleen Curran
Co-Chair: Cristiana Corsi
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10:45 - 11:00
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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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11:30 - 11:45
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Session S24, ID 197 -
Weakly-Supervised Deep learning for Left Ventricle Fibrosis Segmentation in Cardiac MRI using Image Level Labels.
Roel Klein1, Florence van Lieshout2, Maarten Kolk3, Kylian van Geijtenbeek3, Romy Vos3, Samuel Ruipérez-Campillo4, Ruibin Feng4, Brototo Deb4, Prasanth Ganesan4, Reinoud Knops3, Ivana Isgum5, Sanjiv Narayan4, Erik Bekkers6, Bob de Vos5, Fleur Tjong3
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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12:15
Monday
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Social Event
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Tuesday, September 6, 2022
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8:30 - 10:00
Tuesday
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Session S31 -
ECG-Analysis: SCD and LVH
- Duetto 1-2
Chair: Elisabete Aramendi
Co-Chair: Laura Burattini
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8:45 - 9:00
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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
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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, 2University of Zaragoza, 3University of Barcelona
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9:45 - 10:00
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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
Tuesday
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Session S32 -
Atrial Arrhythmias: Endocardiography 1
- Sopraano
Chair: Jorge Sánchez
Co-Chair: Stef Zeemering
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9:00 - 9:15
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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
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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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8:30 - 10:00
Tuesday
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Session S33 -
Methods for Heart Rate and Cardiovascular Variability Analysis
- Sonaatti 1
Chair: Vlasta Bari
Co-Chair: Olivier Meste
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9:15 - 9:30
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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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9:45 - 10:00
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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
Tuesday
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Session S34 -
Special Session: Non-invasive blood pressure monitoring
- Opus 3
Chair: Francesco Renna
Co-Chair: Pietro Cerveri
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9:15 - 9:30
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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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9:45 - 10:00
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Session S34, ID 433 -
Final discussion
Francesco Renna1 and Pietro Cerveri2
1INESC TEC, Faculdade de Ciências da Universidade do Porto, 2Politecnico di MILANO
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10:00 - 10:15
Tuesday
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Coffee break
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10:15 - 11:45
Tuesday
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Session S41 -
ECG Analysis: Signal Processing Techniques
- Duetto 1-2
Chair: Ana Mincholé
Co-Chair: Daniel Güldenring
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10:30 - 10:45
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Session S41, ID 230 -
Ultra-high Frequency ECG 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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11:15 - 11:30
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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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10:15 - 11:45
Tuesday
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Session S42 -
Atrial Arrhythmias: Endocardiography 2
- Sopraano
Chair: Ismael Hernández
Co-Chair: Leif Sornmo
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10:15 - 10:30
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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
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10:45 - 11:00
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Session S42, ID 306 -
Tracking Atrial Fibrillation Mechanisms: a Computational Method for Locating Rotors and Ectopic Activity Using Curl and Divergence Operators
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
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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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10:15 - 11:45
Tuesday
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Session S43 -
Photoplethysmography I
- Opus 3
Chair: Martin Schmidt
Co-Chair: Joachim Behar
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10:15 - 10:30
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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
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11:00 - 11:15
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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
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10:15 - 11:45
Tuesday
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Session S44 -
Special Session: Addressing and assessing uncertainty in cardiac simulations
- Sonaatti 1
Chair: Akil Narayan
Co-Chair: Olaf Doessel
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11:00 - 11:15
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Session S44, ID 283 -
A Workflow for Probabilistic Calibration of Models of Left Atrial Electrophysiology
Samuel Coveney1, Cesare Corrado2, Caroline Roney2, Richard Wilkinson3, Jeremy Oakley4, steven niederer2, Richard Clayton4
1University of Leeds, 2King's College London, 3University of Nottingham, 4University of Sheffield
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11:30 - 11:45
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Session S44, ID 434 -
Final discussion
Akil Narayan
University of Utah
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11:45 - 12:30
Tuesday
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Lunch and Special Demo by GE Healthcare
- Duetto 1-2
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12:30 - 14:00
Tuesday
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Session S51 -
ECG Analysis: Clinical Applications
- Duetto 1-2
Chair: Johan DeBie
Co-Chair: Pyotr Platonov
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12:30 - 12:45
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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, Olaf Doessel6, Axel Loewe7, Claudia Nagel8, Nils Strodthoff9
1University of Surrey / National Physical Laboratory, 2Heinrich Hertz Institute, 3Institute of Metrology of Bosnia and Herzegovina, 4National Physical Laboratory, 5University of Edinburgh, 6Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 7Karlsruhe Institute of Technology (KIT), 8Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 9University of Oldenburg
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13:45 - 14:00
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Session S51, ID 170 -
Employing Support Vector Machine Regression to Estimate the Fetal Gestational Age
Maisam Wahbah1, Raghad Al Sakaji2, Kiyoe Funamoto2, Anita Krishnan3, Yoshiyuki Kasahara4, Yoshitaka Kimura4, Ahsan Khandoker2
1University of Dubai, 2Khalifa University, 3Children's National Hospital, 4Tohoku University Graduate School of Medicine
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12:30 - 14:00
Tuesday
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Session S52 -
Atrial Arrhythmias
- Sopraano
Chair: Fernando Schlindwein
Co-Chair: Javier Saiz
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12:30 - 12:45
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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
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12:45 - 13:00
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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
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13:30 - 13:45
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Session S52, ID 396 -
Effects of Acetylcholine Release Spatial Distribution on the Frequency of Atrial Reentrant Circuits: a Computational Study.
Chiara Celotto1, Carlos Sánchez2, Mostafa Abdollahpur3, Frida Sandberg4, Jose F Rodriguez Matas5, Pablo Laguna6, Esther Pueyo1
1University of Zaragoza, 2Centro Universitario de la Defensa de Zaragoza, 3Ph.D. Student at Lund University, 4Lund University, 5Politecnico di Milano, 6Zaragoza University
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12:30 - 14:00
Tuesday
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Session S53 -
Modeling Ion channels and Cells
- Sonaatti 1
Chair: Ronald Wilders
Co-Chair: Chiara Bartolucci
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13:15 - 13:30
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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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12:30 - 14:00
Tuesday
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Session S54 -
The George B. Moody PhysioNet Challenge 2022 - I
- Opus 3
Chair: Gari Clifford
Co-Chair: Matt Reyna
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12:30 - 12:45
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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, Ashish Sharma1, 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
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13:15 - 13:30
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Session S54, ID 126 -
Learning Time-Frequency Representations of Phonocardiogram for Murmur Detection
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
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13:30 - 13:45
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Session S54, ID 137 -
Outcome Prediction and Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based Ensemble Approach
Gideon Stein1, Sven Festag2, Tim Büchner3, Maha Shadaydeh3, Joachim Denzler1, Cord Spreckelsen2
1Computer Vision Group, Institute for Computer Science, Friedrich Schiller University Jena, 2Institute of Medical Statistics, Computer and Data Sciences, Jena University Hospital, Germany, 3Computer Vision Group, Institute for Computer Science, Friedrich Schiller University Jena, Germany
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14:00 - 14:15
Tuesday
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Coffee break
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14:15 - 15:45
Tuesday
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Session S61 -
Modeling Arrhythmias
- Duetto 1-2
Chair: Juan Pablo Martinez
Co-Chair: Axel Loewe
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14:30 - 14:45
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Session S61, ID 334 -
Personalized Modeling of Atrial Activation and P-waves: a Comparison Between Invasive and Non-Invasive Cardiac Mapping
Patricia Martinez Diaz1, Jorge Sánchez2, Claudia Nagel3, Marta Martinez Perez4, 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), 4Universitat Politecnica de Valencia, 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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14:15 - 15:45
Tuesday
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Session S62 -
Photoplethysmography II
- Opus 3
Chair: Pedro Gomis
Co-Chair: Luca Mainardi
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14:15 - 14:30
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Session S62, ID 93 -
ECG and PPG-Based Hypertension Screening Under Non-Hypertensive Blood Pressure Recordings
Jesús Cano1, Vicente Bertomeu-Gonzalez2, Lorenzo Fácila3, Jos� Moreno-Arribas2, Raul Alcaraz4, José J Rieta5
1BioMIT.org, Universitat Politecnica de Valencia, 2Clinical Medicine Department, Miguel Hernandez University, 3Cardiology Department, General University Hospital Consortium of Valencia, 4University of Castilla-La Mancha, 5BioMIT.org, Universitat Politecnica Valencia
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14:30 - 14:45
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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
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15:00 - 15:15
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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
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15:15 - 15:30
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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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14:15 - 15:45
Tuesday
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Session S63 -
BSPM & ECGI Technical Advances
- Sonaatti 1
Chair: Jana Svehlikova
Co-Chair: Peter van Dam
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14:15 - 14:30
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Session S63, ID 279 -
Greedy Selection of the Torso Electrodes for the Solution of Inverse Problem with a Single Dipole
Beata Ondrusova1, Jana Svehlikova2, 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
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14:45 - 15:00
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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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15:30 - 15:45
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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
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14:15 - 15:45
Tuesday
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Session S64 -
The George B. Moody PhysioNet Challenge 2022 - II
- Sopraano
Chair: Gari Clifford
Co-Chair: Matt Reyna
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15:45 - 17:45
Tuesday
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Coffee break
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15:45 - 17:45
Tuesday
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Session P7_1 -
Cardiovascular Imaging
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15:45 - 17:45
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Session P7_1, ID 191 -
Deep Learning for Ventricular Arrhythmia Prediction using Fibrosis Segmentations on Cardiac MRI Data
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
Tuesday
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Session P7_2 -
Cardiovascular Mechanics
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15:45 - 17:45
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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
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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, Marina Strocchi1, Charles Sillett1, 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
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Session P7_2, ID 264 -
Prediction of deterioration in critically ill patients with heart failure based on vital signs monitoring
Shengyu Zhang1, Kang Yang2, Wenyu Ye2, Haoyu Jiang2, Xianliang He2, Lei Wang1, Yijing Li2
1Shenzhen Institutes of Advanced Technology, Chinese Academy of Science, 2Shenzhen Mindray Bio-Medical Electronics Co., Ltd.
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15:45 - 17:45
Tuesday
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Session P7_3a -
Ventricular Arrhythmias
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15:45 - 17:45
Tuesday
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Session P7_3b -
Atrial Arrhythmias: Electrocardiography
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15:45 - 17:45
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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
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15:45 - 17:45
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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
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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
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Session P7_3b, ID 106 -
Exercise-based Predictors of Late Recurrence of Atrial Fibrillation After Catheter Ablation
Jakub Hejc1, Richard Redina2, Tomas Kulik3, Martin Pesl4, Zdenek Starek5
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, 3International Clinical Research Center, St. Anne's University Hospital, Brno, Czech Republic, 4Department 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, 5International 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
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15:45 - 17:45
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Session P7_3b, ID 282 -
Arrhythmia database with annotated intracardial atrial signals from pediatric patients undergoing catheter ablation
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
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15:45 - 17:45
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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
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15:45 - 17:45
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Session P7_3b, ID 314 -
Detection of Short Supraventricular Tachycardias in Single-lead ECGs Recorded using a Handheld Device
Hesam Halvaei1, Tove Hygrell2, Emma Svennberg2, Valentina Corino3, Leif Sörnmo1, Martin Stridh1
1Department of Biomedical Engineering, Lund University, 2Department of Medicine, Karolinska Institute, 3Department of Electronics, Information and Bioengineering, Politecnico di Milano
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15:45 - 17:45
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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
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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
Tuesday
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Session P7_4a -
ECG-Waveform Analysis
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15:45 - 17:45
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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
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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
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15:45 - 17:45
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Session P7_4a, ID 213 -
Automated Musical Rhythm Transcription of ECG RR Interval Time Series as a Tool for Representing Rhythm Variations and Annotation Anomalies in Arrhythmia Heartbeat Classifications
Gonzalo Romero1, Paul Lascabettes2, Elaine Chew3
1STMS, IRCAM, Sorbonne Université, CNRS, Ministère de la Culture, 2STMS, IRCAM, Sorbonne Universite, CNRS, Ministere de la Culture, 3CNRS-URM9912 STMS (IRCAM)
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15:45 - 17:45
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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
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Session P7_4a, ID 122 -
An Optimized Automatic P Wave Delineation Method based on Phasor Transform
Jiayi Yan1, Hanshuang Xie2, Huaiyu Zhu3, Yamin Liu4, Fan Wu1, Yun Pan3
1Hangzhou Proton Technology Co.,Ltd., 2Hangzhou Proton Technology Co Ltd, 3Zhejiang University, 4Hangzhou Proton Technology Co.,Ltd
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15:45 - 17:45
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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
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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
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15:45 - 17:45
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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.
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15:45 - 17:45
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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
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15:45 - 17:45
Tuesday
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Session P7_5a -
Modeling Ion Channels and Cells
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15:45 - 17:45
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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
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15:45 - 17:45
Tuesday
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Session P7_5b -
Modeling Cardiac Tissue
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15:45 - 17:45
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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
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15:45 - 17:45
Tuesday
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Session PA_6 -
Medical Informatics and Technology
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15:45 - 17:45
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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, Michal Harvanek4, Jakub Arm4, Ondrej Bastan4, Martin Pospisil4, 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
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15:45 - 17:45
Tuesday
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Session PA_7 -
System Study and Heart Rate Variability
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15:45 - 17:45
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Session PA_7, ID 265 -
Autonomic Nervous System Recovery after Various Exercises in Highly Trained Athletes
Lucie Saclova1, Andrea Nemcova2, Jiri Sacl3, Marina Ronzhina1, Radovan Smisek2, Lukas Smital2, Martin Vítek1
1Brno University of Technology, 2Brno University of Technology, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering, 3Department of Technical Studies, College of Polytechnics Jihlava
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15:45 - 17:45
Tuesday
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Session P7_8 -
Challenge
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15:45 - 17:45
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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
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15:45 - 17:45
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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
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15:45 - 17:45
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Session P7_8, ID 67 -
Murmur Identification Using Supervised Constrastive Learning
Ľubomír Antoni1, Erik Bruoth1, Alexander Szabari1, Gabriela Vozáriková1, Peter Bugata2, Peter Bugata Jr.2, Dávid Gajdoš2, Dávid Hudák2, Vladimíra Kmečová2, Monika Staňková2
1Pavol Jozef Šafárik University, 2VSL Software, a.s.
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15:45 - 17:45
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Session P7_8, ID 108 -
Phonocardiogram Classification Using 1-Dimensional Inception Time Convolutional Neural Networks
Bjørn-Jostein Singstad1, Lars Bongo2, Markus Johnsen3, Johan Ravn3, Antony Gitau4, Henrik Schirmer5
1Simula Research Laboratory, 2The Arctic University of Norway, 3Medsensio, 4Kenyatta University, 5Department of Cardiology, Akershus University Hospital
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15:45 - 17:45
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Session P7_8, ID 114 -
Heart Murmur Detection from Phonocardiogram Based on Residual Neural Network with Classes Distinguished Focal Loss
Pan Xia1, Yicheng Yao1, Changyu Liu1, Hao Zhang1, Yuqi Wang2, Lirui Xu1, Lidong Du1, Yusi Zhu3, Zhen Fang1
1School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, 2Aerospace Information Research Institute, Chinese Academy of Sciences, 3School of Physics and Electronic Information, Yunnan Normal University
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15:45 - 17:45
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Session P7_8, ID 165 -
A Lightweight Robust Approach for Automatic Heart Murmurs and Clinical Outcomes Classification from Phonocardiogram Recordings
Hui Lu1, Julia Yip2, Tobias Steigleder2, Stefan Grießhammer3, Naga Venkata Sai Jitin Jami4, Bjoern Eskofier4, Christoph Ostgathe2, Alexander Koelpin5
1Brandenburg University of Technology, 2Palliative Medicine, Universitätsklinikum Erlangen, 3Palliative Medicine, Universitätsklinikum Erlangen,, 4Friedrich-Alexander-Universität Erlangen-Nürnberg, 5Institute of High-Frequency Technology, Hamburg University of Technology
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Wednesday, September 7, 2022
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8:30 - 10:00
Wednesday
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Session S81 -
Modeling Drug Effects and other Species
- Duetto 1-2
Chair: Beatriz Trenor
Co-Chair: Chema Ferrero
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9:45 - 10:00
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Session S81, ID 221 -
A Model for Zebrafish Ventricular Action Potential
Ludovica Cestariolo1, Marina Bataller Martinez2, Jose M Ferrero3, Jose F Rodriguez Matas1
1Politecnico di Milano, 2Universidad Politecnica de Valencia, 3Ci2B, Universitat Politecnica de Valencia
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8:30 - 10:00
Wednesday
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Session S82 -
Medical Informatics and Technology I
- Opus 3
Chair: Saman Parvaneh
Co-Chair: Xin Li
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9:45 - 10:00
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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
Wednesday
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Session S83 -
BSPM & ECGI Applications
- Sonaatti 1
Chair: Andreu Climent
Co-Chair: Yesim Serinagaoglu Dogrusoz
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9:00 - 9:15
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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
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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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8:30 - 10:00
Wednesday
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Session S84 -
Special Session: Multidisciplinary research in atrial fibrillation
- Sopraano
Chair: María S Guillem
Co-Chair: Cristiana Corsi
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9:00 - 9:15
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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
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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
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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
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Session S84, ID 435 -
Final discussion
Maria de la Salud Guillem Sánchez
Universitat Politècnica de València
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10:00 - 10:30
Wednesday
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Coffee break
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10:30 - 12:00
Wednesday
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Session S91 -
Whole Heart Modeling
- Duetto 1-2
Chair: Gernot Plank
Co-Chair: Steven Niederer
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10:45 - 11:00
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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
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Session S91, ID 111 -
Development of a Biventricular Coordinate System with Representation of an Anatomically Detailed Base
Lisa Pankewitz1, Kristian Hustad1, Sachin Govil2, James Perry3, Sanjeet Hegde3, Renxiang Tang2, Andrew McCulloch4, Hermenegild Arevalo1
1Simula Research Laboratory, 2Department of Bioengineering, University of California San Diego, 3Department of Pediatrics, University of California San Diego, 4University of California San Diego
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11:15 - 11:30
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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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10:30 - 12:00
Wednesday
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Session S92 -
Medical Informatics and Technology II
- Sopraano
Chair: Rafael Sebastian
Co-Chair: Gerard Cybulski
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10:30 - 10:45
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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, Qiao Li6, Gari Clifford7, Roger Mark1, Li-wei Lehman1
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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11:00 - 11:15
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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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11:45 - 12:00
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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
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10:30 - 12:00
Wednesday
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Session S93 -
Cardiovascular System Regulation
- Sonaatti 1
Chair: Riccardo Barbieri
Co-Chair: Massimo Rivolta
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11:00 - 11:15
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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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11:30 - 11:45
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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
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11:45 - 12:00
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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
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10:30 - 12:00
Wednesday
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Session S94 -
Cardiovascular Mechanics
- Opus 3
Chair: Jari Hyttinen
Co-Chair: Ivo Provaznik
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10:30 - 10:45
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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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11:00 - 11:15
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Session S94, 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
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12:00 - 14:00
Wednesday
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Lunch
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12:00 - 14:00
Wednesday
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Session PA_3b -
Atrial Arrhythmias: Endocardiography
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12:00 - 14:00
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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
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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, Javier IBERO4, 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
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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
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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
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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
Wednesday
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Session P7_4b -
BSPM and ECGI
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12:00 - 14:00
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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
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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
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Session P7_4b, ID 235 -
Inference of Number and Location of Purkinje Root Nodes and Ventricular Conduction Properties from Clinical 12-Lead ECGs for Cardiac Digital Twinning
Julia Camps1, Zhinuo Jenny Wang1, Rafael Sebastian2, Xin Zhou1, Brodie Lawson3, Lucas Berg4, Kevin Burrage5, Vicente Grau1, Rodrigo Weber4, Blanca Rodriguez1
1University of Oxford, 2University of Valencia, 3ARC Centre of Excellence for Mathematical and Statistical Frontiers (Queensland University of Technology), 4Federal University of Juiz de Fora, 5Queensland University of Technology
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12:00 - 14:00
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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
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12:00 - 14:00
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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
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12:00 - 14:00
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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
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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
Wednesday
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Session PA_5c -
Modeling Arrhythmias
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12:00 - 14:00
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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
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12:00 - 14:00
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Session PA_5c, ID 392 -
Modelling and Simulation Reveals Density-Dependent Re-Entry Risk in the 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
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12:00 - 14:00
Wednesday
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Session PA_5d -
Whole Heart Modeling
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12:00 - 14:00
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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)
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12:00 - 14:00
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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
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12:00 - 14:00
Wednesday
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Session PA_6 -
Medical Informatics and Technology
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12:00 - 14:00
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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
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12:00 - 14:00
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Session PA_6, ID 231 -
Remote Monitoring of Cardiorespiratory Parameters in COVID-19 Patients Following Discharge From a Tertiary Care Center
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
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12:00 - 14:00
Wednesday
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Session PA_7 -
System Study and Heart Rate Variability
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12:00 - 14:00
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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
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12:00 - 14:00
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Session PA_7, ID 248 -
Recovery Assessment of Open-heart Cardiac Surgery Patients Using Heart Rate Variability Parameters
Seyedsadra Miri1, Sabina L�hteenm�ki2, Lassi Tuomisto3, Heidi Mahrberg4, Antti Vehkaoja1, Jari Laurikka2, Jari Viik1
1Faculty of Medicine and Health Technology, Tampere University, 2Faculty of Medicine and Health Technology, Tampere University & Tampere University Hospital Heart Center, 3Faculty of Medicine and Heath Technology, Tampere University & Tampere University Hospital Heart Center, 4Tampere University Hospital Heart Center
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12:00 - 14:00
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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
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12:00 - 14:00
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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
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12:00 - 14:00
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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, Saman Parvaneh4
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, 4Edwards Lifesciences
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12:00 - 14:00
Wednesday
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Session PA_8 -
Challenge
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12:00 - 14:00
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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
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12:00 - 14:00
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Session PA_8, ID 249 -
Maiby's Algorithm: A Two-stage Deep Learning approach for Murmur Detection in Mel Spectrograms for Automatic Auscultation of Congenital Heart Disease
Matheus Araujo1, Dewen Zeng2, Joao Palotti3, Xinrong Hu2, Yiyu Shi2, Lee Pyles4, Quan Ni5
1Cleveland Clinic Foundation, 2University of Notre Dame, 3Qatar Computing Research Institute, 4West Virginia University, 5One Heart Health
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12:00 - 14:00
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Session PA_8, ID 266 -
Exploring a Segmentation-Classification 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)
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12:00 - 14:00
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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
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12:00 - 14:00
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Session PA_8, ID 322 -
Two-stage Detection of Murmurs from Phonocardiograms using Deep and One-class Methods
Sara Summerton1, Danny Wood1, Darcy Murphy1, Oliver Redfern2, Matt Benatan3, Matti Kaisti4, David Wong1
1University of Manchester, 2University of Oxford, 3Independent Researcher, 4University of Turku, Department of Computing
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12:00 - 14:00
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Session PA_8, ID 355 -
Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection
Felix Krones1, Benjamin Walker1, Adam Mahdi1, Ivan Kiskin2, Terry Lyons1, Guy Parsons3
1Oxford University, 2University of Surrey, People-Centred Institute of AI, Surrey Sleep Research Centre, 3Intensive Care Registrar, Thames Valley Deanery, NIHR Academic Clinical
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14:00 - 15:00
Wednesday
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Session SB1 -
Ventricular Arrhythmias
- Sopraano
Chair: Mark Potse
Co-Chair: Till Althoff
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14:00 - 14:15
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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, Saúl Palacios1, Juan Pablo Martínez5
1Universidad de Zaragoza, 2Lozano Blesa Clinical University Hospital, 3University of Oxford, 4University of Zaragoza, 5jpmart@unizar.es
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14:15 - 14:30
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Session SB1, ID 351 -
Efficacy of Spectral Signatures for The Automatic Classification of Abnormal Ventricular 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
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14:45 - 15:00
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Session SB1, ID 382 -
Exploring Transfer Learning for Ventricular Tachycardia Electrophysiology Studies
Andrea Pitzus1, Giulia Baldazzi2, Marco Orrù1, Alberto Valdes Rey1, Graziana Viola3, Luigi Raffo1, Petar Djuric4, Danilo Pani1
1DIEE - University of Cagliari, 2DIEE, University of Cagliari; DIBRIS, University of Genova;, 3Division of Cardiology, San Francesco Hospital, 4Stony Brook University, Stony Brook
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14:00 - 15:00
Wednesday
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Session SB2 -
Ballistocardiography and Seismocardiography
- Opus 3
Chair: Kouhyar Tavakolian
Co-Chair: Steven Williams
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14:15 - 14:30
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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
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14:00 - 15:00
Wednesday
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Session SB3 -
ECG and Sleep Disorders
- Sonaatti 1
Chair: Alba Martin
Co-Chair: Alfredo Hernández
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14:45 - 15:00
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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
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14:00 - 15:00
Wednesday
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Session SB4 -
YIA semi-finalists
- Duetto 1-2
Chair: Pablo Laguna
Co-Chair: Blanca Rodriguez
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14:00 - 14:15
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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
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14:15 - 14:30
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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 Unger1, Annika Haas4, Kerstin Schmidt4, Armin Luik4, Axel Loewe5, Olaf Doessel3
1Institute of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 2Institue of Biomedical Engineering, Karlsruhe Institute of Technology (KIT), 3Institute of Biomedical Engineering, Karlsruhe Institute of Technology, 4Medizinische Klinik IV, Städtisches Klinikum Karlsruhe, Academic Teaching Hospital of the University of Freiburg, 5Karlsruhe Institute of Technology (KIT)
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14:30 - 14:45
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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
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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
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15:00 - 16:00
Wednesday
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Session CP -
Closing Plenary
- Duetto 1-2
Chair: Rob MacLeod
Co-Chair: Jari Hyttinen
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15:00 - 15:15
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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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16:00 - 16:30
Wednesday
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Awards and Closing Remarks
- Duetto 1-2
Chair: Rob MacLeod
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