MultidisciplinarY training network for ATrial fibRillation monItoring, treAtment and progression

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1stY Summer School Report

General report of the annual summer school: scientific program and collection of abstracts

WP3 PhD award

Submission of PhD thesis draftproposal

WP2 PhD award

Submission of PhD thesis draftproposal

3rd Y Summer School Report

General report of the annual summer school scientific program and collection of abstracts

Final Conference Report

Scientific program and collection of abstracts of the final conference held in Milan

WP4 PhD Award

Submission of PhD thesis draftproposal

Journal Publications Report

Report with Open Access Journal Publications In addition the list of Publications will be kept updated in the MYATRIA website

Training standards and recruitment plan

Report containing the Agreed common training standards, shared didactical approach, joint recruitment plan for all partners.

2ndY Summer School Report

General report of the annual summer school: scientific program and collection of abstracts

MY-ATRIA Website

My-ATRIA website

Publications

Cardiac Tachyarrhythmia Detection by Poincaré Plot-Based Image Analysis

Auteurs: Guadalupe Garcia-Isla, Valentina Corino, Luca Mainardi
Publié dans: 2019 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVI International Conference on Computing in Cardiology. Annual, 2019, Page(s) 1-4, ISBN 978-1-7281-6936-1
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2019.391

False Alarm Reduction in Atrial Fibrillation Screening

Auteurs: Hesam Halvaei, Emma Svennberg, Leif Sornmo, Martin Stridh
Publié dans: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2020.255

Atrial Fibrillatory Rate Characterization Extracted from Implanted Cardiac Monitor Data

Auteurs: Javier Saiz-Vivo, Mostafa Abdollahpur, Luca T. Mainardi, Valentina D.A. Corino, Mirko De Melis, Frida Sandberg
Publié dans: 2021 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVIII International Conference on Computing in Cardiology. Annual, 2021, ISBN 978-1-6654-7916-5
Éditeur: IEEE Computer Society
DOI: 10.23919/cinc53138.2021.9662826

Automatic ECG-based Discrimination of 20 Atrial Flutter Mechanisms: Influence of Atrial and Torso Geometries

Auteurs: Giorgio Luongo, Steffen Schuler, Massimo W Rivolta, Olaf Doessel, Roberto Sassi, Axel Loewe
Publié dans: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2020.066

Influence of Gradient and Smoothness of Atrial Wall Thickness on Initiation and Maintenance of Atrial Fibrillation

Auteurs: Luca Azzolin, Giorgio Luongo, Sara Rocher, Javier Saiz, Olaf Doessel, Axel Loewe
Publié dans: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2020.261

Respiratory Modulation in Permanent Atrial Fibrillation

Auteurs: Mostafa Abdollahpur, Fredrik Holmqvist, Pyotr Platonov, Frida Sandberg
Publié dans: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2020.182

Simulation Study of the Arrhythmogenic Effects of Two Missense Mutations in Human Atrial Fibrillation

Auteurs: Rebecca Belletti; Laura Martinez Mateu; Lucia Romero Perez; Javier Saiz
Publié dans: 2020 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVII International Conference on Computing in Cardiology. Annual, 2020, ISBN 978-1-7281-7382-5
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2020.420

Automatic Detection of Atrial Fibrillation Using Electrocardiomatrix and Convolutional Neural Network

Auteurs: Ricardo Salinas-Martínez, Johan De Bie, Nicoletta Marzocchi, Frida Sandberg
Publié dans: 2020 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVII International Conference on Computing in Cardiology. Annual, 2020, ISBN 978-1-7281-7382-5
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2020.170

Combining ResNet Model with Handcrafted Temporal Features for ECG Classification with Varying Number of Leads

Auteurs: Stefano Magni, Andrea Sansonetti, Chiara Salvi, Tiziana Tabiadon, Guadalupe Garcıa-Isla
Publié dans: 2021 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVIII International Conference on Computing in Cardiology. Annual, 2021, Page(s) 1-4, ISBN 978-1-6654-7916-5
Éditeur: Computing in Cardiology
DOI: 10.23919/cinc53138.2021.9662931

Arrhythmogenicity quantification of two genetic defects affecting IKr channel in AF patients

Auteurs: Belletti, R.; Martínez Mateu, L.; Romero Pérez, Lucia; Cherry, E.; Fenton, F. H.; Saiz Rodríguez, Francisco Javier
Publié dans: CASEIB 2020. Libro de Actas. XXXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica., Numéro XXXVIII, 2020, Page(s) 141-144, ISBN 978-84-09-25491-0
Éditeur: Sociedad Española de Ingeniería Biomédica

Relationship between Atrial Oscillatory Acetylcholine Release Pattern and f-wave Frequency Modulation: a Computational and Experimental Study

Auteurs: Chiara Celotto, Carlos Sánchez, Konstantinos Mountris, Mostafa Abdollahpur, Frida Sandberg, Pablo Laguna, Esther Pueyo
Publié dans: 2020 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVII International Conference on Computing in Cardiology. Annual, 2020, Page(s) 1-4, ISBN 978-1-7281-7382-5
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2020.303

An In-Silico Study of the Effects of Conductance Variation on the Regionally Based Action Potential Morphology

Auteurs: Elliot J,Dössel O,Lowe A, Mainardi L, Corino V, Rodriguez Matas JF
Publié dans: 2019 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVI International Conference on Computing in Cardiology. ANNUAL, 2019, Page(s) 4
Éditeur: IEEE Computer Society
DOI: 10.22489/cinc.2019.314

Computational simulations of the effects of the V17M missense mutation on atrial electrical activity

Auteurs: Belletti, R.; Martínez-Mateu, L.; Romero-Pérez, L.; Saiz, J.
Publié dans: CASEIB 2019. Libro de Actas. XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica., Numéro XXXVII, 2019, Page(s) 203-206, ISBN 978-84-09-16707-4
Éditeur: Sociedad Española de Ingeniería Biomédica

Non-Invasive Identification of Atrial Fibrillation Driver Location Using the 12-lead ECG: Pulmonary Vein Rotors vs. other Locations

Auteurs: G. Luongo, L. Azzolin, M. W. Rivolta, R. Sassi, J. P. Martinez, P. Laguna, O. Dossel, A. Loewe
Publié dans: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Page(s) 410-413, ISBN 978-1-7281-1990-8
Éditeur: IEEE
DOI: 10.1109/embc44109.2020.9176135

Machine Learning to Find Areas of Rotors Sustaining Atrial Fibrillation From the ECG

Auteurs: Giorgio Luongo, Luca Azzolin, Massimo W Rivolta, Tiago Paggi de Almeida, Juan Pablo Martínez, Diogo Coutinho Soriano, Olaf Doessel, Roberto Sassi, Pablo Laguna, Axel Loewe
Publié dans: 2020 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVII International Conference on Computing in Cardiology. Annual, 2020, ISBN 978-1-7281-7382-5
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2020.181

Directed Network Mapping Approach to Rotor Localization in Atrial Fibrillation Simulation

Auteurs: Muhamed Vila, Sara Rocher, Massimo W Rivolta, Javier Saiz, Roberto Sassi
Publié dans: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Numéro 43, 2021, ISBN 978-1-7281-1179-7
Éditeur: IEEE Press
DOI: 10.1109/embc46164.2021.9629911

Omnipolar EGM Voltage Mapping for Atrial Fibrosis Identification Evaluated with an Electrophysiological Model

Auteurs: Jennifer Riccio, Alejandro Alcaine, Sara Rocher, Pablo Laguna, Javier Saiz, Juan Pablo Martinez
Publié dans: 2020 28th European Signal Processing Conference (EUSIPCO), Numéro 28-th Conference (EUSIPCO), Annual, 2021, Page(s) 920-924, ISBN 978-9-0827-9705-3
Éditeur: IEEE
DOI: 10.23919/eusipco47968.2020.9287670

A Poincaré Image-Based Detector of ECG Segments Containing Atrial and Ventricular Beats

Auteurs: Guadalupe Garcıa-Isla, Luca Mainardi, Valentina DA Corino
Publié dans: 2021 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVIII International Conference on Computing in Cardiology. Annual, 2021, Page(s) 1-4, ISBN 978-1-6654-7916-5
Éditeur: Computing in Cardiology
DOI: 10.23919/cinc53138.2021.9662934

Characterization of Propagation Patterns With Omnipolar EGM in Epicardial Multi-Electrode Arrays

Auteurs: Jennifer Riccio, Alejandro Alcaine, Natasja de Groot, Richard Houben, Pablo Laguna, Juan Pablo Martínez
Publié dans: 2019 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVI International Conference on Computing in Cardiology. ANNUAL, 2019, Page(s) 1-4, ISBN 978-1-7281-6936-1
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2019.340

An In-Silico Study Into the Impact of Electrophysiological Variability at the Cellular Level on the Re-entry Patterns in Atrial Fibrillation

Auteurs: Elliott J; Dossel O; Loewe A; Mainardi L; Corino V; Rodriguez Matas JF
Publié dans: 2020 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVII International Conference on Computing in Cardiology. Annual, 2020, Page(s) 4, ISBN 978-1-7281-7382-5
Éditeur: IEEE
DOI: 10.22489/cinc.2020.436

ECG Morphological Decomposition for Automatic Rhythm Identification

Auteurs: Guadalupe García-Isla, Rita Laureanti, Valentina D. Corino, Luca T. Mainardi
Publié dans: 2020 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVII International Conference on Computing in Cardiology. Annual, 2020, Page(s) 1-4, ISBN 978-1-7281-7382-5
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2020.435

Unipolar Electrogram Eigenvalue Distribution Analysis for the Identification of Atrial Fibrosis

Auteurs: Jennifer Riccio, Sara Rocher, Laura Martinez, Alejandro Alcaine, Javier Saiz, Juan Pablo Martínez, Pablo Laguna
Publié dans: 2020 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVII International Conference on Computing in Cardiology. Annual, 2020, Page(s) 1-4, ISBN 978-1-7281-7382-5
Éditeur: Computing in Cardiology
DOI: 10.22489/cinc.2020.434

SK Channel Block and Adrenergic Stimulation Counteract Acetylcholine-Induced Arrhythmogenic Effects in Human Atria

Auteurs: Chiara Celotto, Carlos Sanchez, Konstantinos A. Mountris, Pablo Laguna, Esther Pueyo
Publié dans: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Numéro 42st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Annual, 2020, Page(s) 2303-2306, ISBN 978-1-7281-1990-8
Éditeur: IEEE
DOI: 10.1109/embc44109.2020.9175886

Impacts of Cellular Electrophysiological Variability on Conduction Velocity Within Isolated Tissue and Depolarization and Repolarization Across the Whole Atrial Model

Auteurs: Elliott J; Belen MK; Mainardi L; Corino V; Rodriguez Matas JF
Publié dans: 2021 Computing in Cardiology Conference (CinC), Numéro Proceedings of the XLVIII International Conference on Computing in Cardiology. Annual, 2021, Page(s) 4, ISBN 978-1-6654-7916-5
Éditeur: IEEE
DOI: 10.23919/cinc53138.2021.9662770

Using Machine Learning to Characterize Atrial Fibrotic Substrate From Intracardiac Signals With a Hybrid in silico and in vivo Dataset

Auteurs: Jorge Sánchez; Jorge Sánchez; Giorgio Luongo; Mark Nothstein; Laura A. Unger; Javier Saiz; Beatriz Trenor; Armin Luik; Olaf Dössel; Axel Loewe
Publié dans: Frontiers in Physiology, Numéro 12, 2021, ISSN 1664-042X
Éditeur: Frontiers Research Foundation

A Comparison of Regional Classification Strategies Implemented for the Population Based Approach to Modelling Atrial Fibrillation

Auteurs: Elliot J, Belen MK, Mainardi L, Rodriguez Matas JF
Publié dans: Mathematics, Numéro 9/14 (article number 1686), 2021, Page(s) 21, ISSN 2227-7390
Éditeur: MDPI
DOI: 10.3390/math9141686

Non-Invasive and Quantitative Estimation of Left Atrial Fibrosis Based on P Waves of the 12-Lead ECG—A Large-Scale Computational Study Covering Anatomical Variability

Auteurs: Nagel, Claudia and Luongo, Giorgio and Azzolin, Luca and Schuler, Steffen and Dössel, Olaf and Loewe, Axel
Publié dans: Journal of Clinical Medicine, Numéro 10, 2021, ISSN 2077-0383
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jcm10081797

Characterization of Atrial Propagation Patterns and Fibrotic Substrate With a Modified Omnipolar Electrogram Strategy in Multi-Electrode Arrays

Auteurs: Jennifer Riccio, Alejandro Alcaine, Sara Rocher, Laura Martinez-Mateu, Sergio Laranjo, Javier Saiz, Pablo Laguna, Juan Pablo Martínez
Publié dans: Frontiers in Physiology, Numéro 12, 2021, Page(s) 1/12, ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.674223

The ‘Digital Twin’ to enable the vision of precision cardiology

Auteurs: Jorge Corral-Acero, Francesca Margara, Maciej Marciniak, Cristobal Rodero, Filip Loncaric, Yingjing Feng, Andrew Gilbert, Joao F Fernandes, Hassaan A Bukhari, Ali Wajdan, Manuel Villegas Martinez, Mariana Sousa Santos, Mehrdad Shamohammdi, Hongxing Luo, Philip Westphal, Paul Leeson, Paolo DiAchille, Viatcheslav Gurev, Manuel Mayr, Liesbet Geris, Pras Pathmanathan, Tina Morrison, Richard Cornelusse
Publié dans: European Heart Journal, Numéro 41/48, 2020, Page(s) 4556-4564, ISSN 0195-668X
Éditeur: Oxford University Press
DOI: 10.1093/eurheartj/ehaa159

Respiratory Induced Modulation in f-Wave Characteristics During Atrial Fibrillation.

Auteurs: Mostafa Abdollahpur; Fredrik Holmqvist; Pyotr G. Platonov; Frida Sandberg
Publié dans: Frontiers in Physiology, Numéro 4, 2021, ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.653492

Location of Parasympathetic Innervation Regions From Electrograms to Guide Atrial Fibrillation Ablation Therapy: An in silico Modeling Study

Auteurs: Chiara Celotto, Carlos Sánchez, Konstantinos A. Mountris, Pablo Laguna, Esther Pueyo
Publié dans: Frontiers in Physiology, Numéro 12, 2021, Page(s) 1/20, ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.674197

Non-Invasive Characterization of Atrial Flutter Mechanisms Using Recurrence Quantification Analysis on the ECG: A Computational Study

Auteurs: Giorgio Luongo, Steffen Schuler, Armin Luik, Tiago P. Almeida, Diogo C. Soriano, Olaf Dossel, Axel Loewe
Publié dans: IEEE Transactions on Biomedical Engineering, Numéro 68/3, 2021, Page(s) 914-925, ISSN 0018-9294
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2020.2990655

Signal Quality Assessment of a Novel ECG Electrode for Motion Artifact Reduction

Auteurs: Hesam Halvaei; Leif Sörnmo; Martin Stridh
Publié dans: Sensors, Numéro 21/16 (article number 5548), 2021, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21165548

Detection of Brief Episodes of Atrial Fibrillation Based on Electrocardiomatrix and Convolutional Neural Network

Auteurs: Ricardo Salinas Martinez, Johannes de Bie, Nicoletta Marzocchi, Frida Sandberg
Publié dans: Frontiers in Physiology, 2021, ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.673819

Machine learning enables noninvasive prediction of atrial fibrillation driver location and acute pulmonary vein ablation success using the 12-lead ECG

Auteurs: Luongo, Giorgio; Azzolin, Luca; Schuler, Steffen; Rivolta, Massimo W.; Almeida, Tiago P.; Martínez, Juan P.; Soriano, Diogo C.; Luik, Armin; Müller-Edenborn, Björn; Jadidi, Amir; Dössel, Olaf; Sassi, Roberto; Laguna, Pablo; Loewe, Axel
Publié dans: Cardiovascular Digital Health Journal, Numéro 2/2, 2021, Page(s) 126-136, ISSN 2666-6936
Éditeur: Elsevier
DOI: 10.1016/j.cvdhj.2021.03.002

Identification of Transient Noise to Reduce False Detections in Screening for Atrial Fibrillation

Auteurs: Hesam Halvaei, Emma Svennberg, Leif Sörnmo, Martin Stridh
Publié dans: Frontiers in Physiology, Numéro 12, 2021, ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.672875

Atrial Flutter Mechanism Detection Using Directed Network Mapping

Auteurs: Muhamed Vila; Massimo Walter Rivolta; Giorgio Luongo; Laura Anna Unger; Armin Luik; Lorenzo Gigli; Federico Lombardi; Axel Loewe; Roberto Sassi
Publié dans: Frontiers in Physiology, Numéro Vol 12, 2021, ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.749635

Poincaré Plot Image and Rhythm-Specific Atlas for Atrial Bigeminy and Atrial Fibrillation Detection

Auteurs: Guadalupe Garcia-Isla, Valentina D.A. Corino, Luca Mainardi
Publié dans: IEEE Journal of Biomedical and Health Informatics, Numéro 25/4, 2020, Page(s) 1093-1100, ISSN 2168-2194
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2020.3012339

A Reproducible Protocol to Assess Arrhythmia Vulnerability in Silico: Pacing at the End of the Effective Refractory Period

Auteurs: Azzolin L; Steffen Schuler; Olaf Doessel; Axel Loewe
Publié dans: Frontiers in Physiology, Numéro 12, 2021, ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.656411

Arrhythmogenic Effects of Genetic Mutations Affecting Potassium Channels in Human Atrial Fibrillation: A Simulation Study

Auteurs: Rebecca Belletti; Lucia Romero; Laura Martinez-Mateu; Elizabeth M. Cherry; Flavio H. Fenton; Javier Saiz
Publié dans: Frontiers in Physiology, Numéro 12, 2021, ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.681943

Heart Rate Variability and Clinical Features as Predictors of Atrial Fibrillation Recurrence After Catheter Ablation: A Pilot Study

Auteurs: Saiz-Vivo, Javier; Corino, Valentina; Hatala, R; De, Melis; Mainardi, Luca
Publié dans: Frontiers in Physiology, Numéro 12, 2021, Page(s) 1-9 (article number 672896), ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.672896

A Detector for Premature Atrial and Ventricular Complexes

Auteurs: Guadalupe García-Isla, Luca Mainardi and Valentina D. A. Corino
Publié dans: Frontiers in Physiology, Numéro 12, 2021, Page(s) 1-11 (article number 678558), ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.678558

Computer Modeling of the Heart for ECG Interpretation—A Review

Auteurs: Claudia Nagel; Axel Loewe; Olaf Doessel; Giorgio Luongo
Publié dans: Hearts, Numéro 2/3, 2021, Page(s) 350-368, ISSN 2673-3846
Éditeur: MDPI
DOI: 10.3390/hearts2030028

Automatic classification of 20 different types of atrial tachycardia using 12-lead ECG signals

Auteurs: Luongo, G.; Schuler, S.; Rivolta, M. W.; Doessel, O.; Sassi, R.; Loewe, A.
Publié dans: EP Europace, Numéro 22/Supplement_1, 2020, ISSN 1099-5129
Éditeur: Oxford University Press
DOI: 10.1093/europace/euaa162.048

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