Journal Publications

This section reports the journal publications generated by the MY-ATRIA project. List of conference presentations and publication on conference proceedings can be found here


Giorgio Luongo, Steffen Schuler, Armin Luik, Tiago P. Almeida, Diogo C. Soriano, Olaf Dossel, Axel Loewe, “Non-Invasive Characterization of Atrial Flutter Mechanisms Using Recurrence Quantification Analysis on the ECG: A Computational Study”, IEEE Transactions on Biomedical Engineering.

Guadalupe Garcia-Isla, Valentina D.A. Corino, Luca Mainardi, “Poincaré Plot Image and Rhythm-Specific Atlas for Atrial Bigeminy and Atrial Fibrillation Detection”, IEEE Journal of Biomedical and Health Informatics.

Luongo Giorgio; Schuler, S.; Rivolta, M. W.; Doessel, O.; Sassi, R.; Loewe, A., “Automatic classification of 20 different types of atrial tachycardia using 12-lead ECG signals”, EP Europace.


Jennifer Riccio, Alejandro Alcaine, Sara Rocher, Laura Martinez-Mateu, Sergio Laranjo, Javier Saiz, Pablo Laguna, Juan Pablo Martínez, “Characterization of Atrial Propagation Patterns and Fibrotic Substrate With a Modified Omnipolar Electrogram Strategy in Multi-Electrode Arrays”, Frontiers in Physiology.

Chiara Celotto, Carlos Sánchez, Konstantinos A. Mountris, Pablo Laguna, Esther Pueyo, “Location of Parasympathetic Innervation Regions From Electrograms to Guide Atrial Fibrillation Ablation Therapy: An in silico Modeling Study“, Frontiers in Physiology.

Claudia Nagel; Axel Loewe; Olaf Doessel; Giorgio Luongo, “Computer Modeling of the Heart for ECG Interpretation—A Review”, Hearts.

Jorge Sánchez; Jorge Sánchez; Giorgio Luongo; Mark Nothstein; Laura A. Unger; Javier Saiz; Beatriz Trenor; Armin Luik; Olaf Dössel; Axel Loewe, “Using Machine Learning to Characterize Atrial Fibrotic Substrate From Intracardiac Signals With a Hybrid in silico and in vivo Dataset”, Frontiers in Physiology.

Azzolin Luca; Steffen Schuler; Olaf Doessel; Axel Loewe, “A Reproducible Protocol to Assess Arrhythmia Vulnerability in Silico: Pacing at the End of the Effective Refractory Period”, Frontiers in Physiology.

Nagel Claudia; Luongo Giorgio; Azzolin Luca; Schuler Steffen; Dössel Olaf; Loewe Axel, “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”, Journal of Clinical Medicine.

Muhamed Vila; Massimo Walter Rivolta; Giorgio Luongo; Laura Anna Unger; Armin Luik; Lorenzo Gigli; Federico Lombardi; Axel Loewe; Roberto Sassi, “Atrial Flutter Mechanism Detection Using Directed Network Mapping”, Frontiers in Physiology.

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, “Machine learning enables noninvasive prediction of atrial fibrillation driver location and acute pulmonary vein ablation success using the 12-lead ECG”, Cardiovascular Digital Health Journal.

Mostafa Abdollahpur; Fredrik Holmqvist; Pyotr G. Platonov; Frida Sandberg,  “Respiratory Induced Modulation in f-Wave Characteristics During Atrial Fibrillation”, Frontiers in Physiology”, Frontiers in Physiology.

Ricardo Salinas Martinez, Johannes de Bie, Nicoletta Marzocchi, Frida Sandberg, “Detection of Brief Episodes of Atrial Fibrillation Based on Electrocardiomatrix and Convolutional Neural Network”, Frontiers in Physiology.

Hesam Halvaei; Leif Sörnmo; Martin Stridh, “Signal Quality Assessment of a Novel ECG Electrode for Motion Artifact Reduction”, Sensors.

Hesam Halvaei, Emma Svennberg, Leif Sörnmo, Martin Stridh, “Identification of Transient Noise to Reduce False Detections in Screening for Atrial Fibrillation”, Frontiers in Physiology.

Elliot Jordan, Belen MK, Mainardi L, Rodriguez Matas JF, “A Comparison of Regional Classification Strategies Implemented for the Population Based Approach to Modelling Atrial Fibrillation”, Mathematics.

Rebecca Belletti; Lucia Romero; Laura Martinez-Mateu; Elizabeth M. Cherry; Flavio H. Fenton; Javier Saiz, “Arrhythmogenic Effects of Genetic Mutations Affecting Potassium Channels in Human Atrial Fibrillation: A Simulation Study”, Frontiers in Physiology.

Guadalupe García-Isla, Luca Mainardi and Valentina D. A. Corino, “A Detector for Premature Atrial and Ventricular Complexes”, Frontiers in Physiology.

Saiz-Vivo, Javier; Corino, Valentina; Hatala, R; De, Melis; Mainardi, Luca, “Heart Rate Variability and Clinical Features as Predictors of Atrial Fibrillation Recurrence After Catheter Ablation: A Pilot Study”,  Frontiers in Physiology.