MultidisciplinarY training network for ATrial fibRillation monItoring, treAtment and progression

Deliverables

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

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

False Alarm Reduction in Atrial Fibrillation Screening

Author(s): Hesam Halvaei, Emma Svennberg, Leif Sornmo, Martin Stridh
Published in: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Publisher: Computing in Cardiology
DOI: 10.22489/cinc.2020.255

Atrial Fibrillatory Rate Characterization Extracted from Implanted Cardiac Monitor Data

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

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

Author(s): Giorgio Luongo, Steffen Schuler, Massimo W Rivolta, Olaf Doessel, Roberto Sassi, Axel Loewe
Published in: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Publisher: 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

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

Respiratory Modulation in Permanent Atrial Fibrillation

Author(s): Mostafa Abdollahpur, Fredrik Holmqvist, Pyotr Platonov, Frida Sandberg
Published in: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Publisher: Computing in Cardiology
DOI: 10.22489/cinc.2020.182

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

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

Automatic Detection of Atrial Fibrillation Using Electrocardiomatrix and Convolutional Neural Network

Author(s): Ricardo Salinas-Martínez, Johan De Bie, Nicoletta Marzocchi, Frida Sandberg
Published in: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Publisher: Computing in Cardiology
DOI: 10.22489/cinc.2020.170

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

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

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

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

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

Author(s): Chiara Celotto, Carlos Sánchez, Konstantinos Mountris, Mostafa Abdollahpur, Frida Sandberg, Pablo Laguna, Esther Pueyo
Published in: 2020 Computing in Cardiology Conference (CinC), Issue Proceedings of the XLVII International Conference on Computing in Cardiology. Annual, 2020, Page(s) 1-4, ISBN 978-1-7281-7382-5
Publisher: 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

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

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

Author(s): Belletti, R.; Martínez-Mateu, L.; Romero-Pérez, L.; Saiz, J.
Published in: CASEIB 2019. Libro de Actas. XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica., Issue XXXVII, 2019, Page(s) 203-206, ISBN 978-84-09-16707-4
Publisher: Sociedad Española de Ingeniería Biomédica

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

Author(s): G. Luongo, L. Azzolin, M. W. Rivolta, R. Sassi, J. P. Martinez, P. Laguna, O. Dossel, A. Loewe
Published in: 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
Publisher: IEEE
DOI: 10.1109/embc44109.2020.9176135

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

Author(s): 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
Published in: 2020 Computing in Cardiology Conference (CinC), 2020, ISBN 978-1-7281-7382-5
Publisher: Computing in Cardiology
DOI: 10.22489/cinc.2020.181

Directed Network Mapping Approach to Rotor Localization in Atrial Fibrillation Simulation

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

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

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

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

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

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

Author(s): Jennifer Riccio, Alejandro Alcaine, Natasja de Groot, Richard Houben, Pablo Laguna, Juan Pablo Martínez
Published in: 2019 Computing in Cardiology Conference (CinC), Issue Proceedings of the XLVI International Conference on Computing in Cardiology. ANNUAL, 2019, Page(s) 1-4, ISBN 978-1-7281-6936-1
Publisher: 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

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

ECG Morphological Decomposition for Automatic Rhythm Identification

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

Unipolar Electrogram Eigenvalue Distribution Analysis for the Identification of Atrial Fibrosis

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

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

Author(s): Chiara Celotto, Carlos Sanchez, Konstantinos A. Mountris, Pablo Laguna, Esther Pueyo
Published in: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Issue 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
Publisher: 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

Author(s): Elliott J; Belen MK; Mainardi L; Corino V; Rodriguez Matas JF
Published in: 2021 Computing in Cardiology Conference (CinC), Issue Proceedings of the XLVIII International Conference on Computing in Cardiology. Annual, 2021, Page(s) 4, ISBN 978-1-6654-7916-5
Publisher: 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

Author(s): Jorge Sánchez; Jorge Sánchez; Giorgio Luongo; Mark Nothstein; Laura A. Unger; Javier Saiz; Beatriz Trenor; Armin Luik; Olaf Dössel; Axel Loewe
Published in: Frontiers in Physiology, Issue 12, 2021, ISSN 1664-042X
Publisher: Frontiers Research Foundation
DOI: 10.5445/ir/1000136132

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

Author(s): Elliot J, Belen MK, Mainardi L, Rodriguez Matas JF
Published in: Mathematics, Issue 9/14 (article number 1686), 2021, Page(s) 21, ISSN 2227-7390
Publisher: 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

Author(s): Nagel, Claudia and Luongo, Giorgio and Azzolin, Luca and Schuler, Steffen and Dössel, Olaf and Loewe, Axel
Published in: Journal of Clinical Medicine, Issue 10, 2021, ISSN 2077-0383
Publisher: 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

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

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

Author(s): 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
Published in: European Heart Journal, Issue 41/48, 2020, Page(s) 4556-4564, ISSN 0195-668X
Publisher: Oxford University Press
DOI: 10.1093/eurheartj/ehaa159

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

Author(s): Mostafa Abdollahpur; Fredrik Holmqvist; Pyotr G. Platonov; Frida Sandberg
Published in: Frontiers in Physiology, Issue 4, 2021, ISSN 1664-042X
Publisher: 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

Author(s): Chiara Celotto, Carlos Sánchez, Konstantinos A. Mountris, Pablo Laguna, Esther Pueyo
Published in: Frontiers in Physiology, Issue 12, 2021, Page(s) 1/20, ISSN 1664-042X
Publisher: 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

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

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

Author(s): Hesam Halvaei; Leif Sörnmo; Martin Stridh
Published in: Sensors, 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21165548

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

Author(s): Ricardo Salinas Martinez, Johannes de Bie, Nicoletta Marzocchi, Frida Sandberg
Published in: Frontiers in Physiology, 2021, ISSN 1664-042X
Publisher: 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

Author(s): 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
Published in: Cardiovascular Digital Health Journal, Issue 2 (2), 2021, Page(s) 126-136, ISSN 2666-6936
Publisher: Elsevier
DOI: 10.1016/j.cvdhj.2021.03.002

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

Author(s): Hesam Halvaei, Emma Svennberg, Leif Sörnmo, Martin Stridh
Published in: Frontiers in Physiology, 2021, ISSN 1664-042X
Publisher: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.672875

Atrial Flutter Mechanism Detection Using Directed Network Mapping

Author(s): Muhamed Vila; Massimo Walter Rivolta; Giorgio Luongo; Laura Anna Unger; Armin Luik; Lorenzo Gigli; Federico Lombardi; Axel Loewe; Roberto Sassi
Published in: Frontiers in Physiology, Issue Vol 12, 2021, ISSN 1664-042X
Publisher: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.749635

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

Author(s): Guadalupe Garcia-Isla, Valentina D.A. Corino, Luca Mainardi
Published in: IEEE Journal of Biomedical and Health Informatics, Issue 25/4, 2020, Page(s) 1093-1100, ISSN 2168-2194
Publisher: 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

Author(s): Azzolin L; Steffen Schuler; Olaf Doessel; Axel Loewe
Published in: Frontiers in Physiology, Issue 12, 2021, ISSN 1664-042X
Publisher: Frontiers Research Foundation
DOI: 10.3389/fphys.2021.656411

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

Author(s): Rebecca Belletti; Lucia Romero; Laura Martinez-Mateu; Elizabeth M. Cherry; Flavio H. Fenton; Javier Saiz
Published in: Frontiers in Physiology, Issue 12, 2021, ISSN 1664-042X
Publisher: 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

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

A Detector for Premature Atrial and Ventricular Complexes

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

Computer Modeling of the Heart for ECG Interpretation—A Review

Author(s): Claudia Nagel; Axel Loewe; Olaf Doessel; Giorgio Luongo
Published in: Hearts, Issue 2/3, 2021, Page(s) 350-368, ISSN 2673-3846
Publisher: MDPI
DOI: 10.3390/hearts2030028

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

Author(s): Luongo, G.; Schuler, S.; Rivolta, M. W.; Doessel, O.; Sassi, R.; Loewe, A.
Published in: EP Europace, Issue 22/Supplement_1, 2020, ISSN 1099-5129
Publisher: Oxford University Press
DOI: 10.1093/europace/euaa162.048

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