Atrial signal extraction in atrial fibrillation ECGs exploiting spatial constraints. - Pietro Bonizzi; Ronald Phlypo; Vicente Zarzoso; Olivier Meste; A. Fred (EUSIPCO, 2008)

Noninvasive Assessment of the Complexity and Stationarity of the Atrial Wavefront Patterns During Atrial Fibrillation. - Pietro Bonizzi; María de la Salud Guillem; Andreu M. Climent; José Millet; Vicente Zarzoso; Francisco Castells; Olivier Meste (IEEE Trans. Biomed. Eng., 2010)

Topographic imaging of the atrial electrical activity during atrial fibrillation for the analysis of uniform distributions of the surface electrical potentials. - Pietro Bonizzi; Olivier Meste; Vicente Zarzoso; Ronald L. Westra; Joël M. H. Karel; María de la Salud Guillem; Francisco Castells (EMBC, 2011)

Singular spectrum analysis improves analysis of local field potentials from macaque V1 in active fixation task. - Pietro Bonizzi; Joël M. H. Karel; Peter De Weerd; Eric Lowet; Mark J. Roberts; Ronald L. Westra; Olivier Meste; Ralf Peeters (EMBC, 2012)

Inverse Reconstruction of Epicardial Potentials Improves by Vectorcardiography and Realistic Potentials. - Matthijs J. M. Cluitmans; Pietro Bonizzi; Joël M. H. Karel; Paul G. A. Volders; Ralf L. M. Peeters; Ronald L. Westra (CinC, 2013)

Wavelet-sparsity based regularization over time in the inverse problem of electrocardiography. - Matthijs J. M. Cluitmans; Joël M. H. Karel; Pietro Bonizzi; Paul G. A. Volders; Ronald L. Westra; Ralf L. M. Peeters (EMBC, 2013)

A Novel P-wave Duration Estimation Method to Assess the Impact of the Hybrid Procedure for Atrial Fibrillation Ablation. - Pietro Bonizzi; Narendra Kumar; Stef Zeemering; Ralf L. M. Peeters; Laurent Pison (CinC, 2014)

Principal Component Analysis of Body Surface Potential Mapping in Atrial Fibrillation Patients Suggests Additional ECG Lead Locations. - Stef Zeemering; Theo Lankveld; Pietro Bonizzi; Harry J. Crijns; Ulrich Schotten (CinC, 2014)

Singular Spectrum Decomposition: a New Method for Time Series Decomposition. - Pietro Bonizzi; Joël M. H. Karel; Olivier Meste; Ralf L. M. Peeters (Adv. Data Sci. Adapt. Anal., 2014)

Sleep Apnea Detection Directly from Unprocessed ECG through Singular Spectrum Decomposition. - Pietro Bonizzi; Joël M. H. Karel; Stef Zeemering; Ralf Peeters (CinC, 2015)

In-vivo Evaluation of Reduced-Lead-Systems in Noninvasive Reconstruction and Localization of Cardiac Electrical Activity. - Matthijs J. M. Cluitmans; Joël M. H. Karel; Pietro Bonizzi; Monique M. J. de Jong; Paul G. A. Volders; Ralf Peeters; Ronald L. Westra (CinC, 2015)

Electrogram Coupling as a Measure of Local Conduction during Atrial Fibrillation. - Stef Zeemering; Piotr Podziemski; Arne van Hunnik; Bart Maesen; Pietro Bonizzi; Ulrich Schotten (CinC, 2015)

Performance of Dower's inverse transform and Frank lead system for Identification of Myocardial Infarction. - Alfonso Aranda; Pietro Bonizzi; Joël M. H. Karel; Ralf L. M. Peeters (EMBC, 2015)

Recurrence quantification analysis applied to spatiotemporal pattern analysis in high-density mapping of human atrial fibrillation. - Stef Zeemering; Pietro Bonizzi; Bart Maesen; Ralf Peeters; Ulrich Schotten (EMBC, 2015)

Spatiotemporal Activation Time Estimation Improves Noninvasive Localization of Cardiac Electrical Activity. - Matthijs J. M. Cluitmans; Jaume Coll-Font; Burak Erem; Dana H. Brooks; Pietro Bonizzi; Joël M. H. Karel; Paul G. A. Volders; Ralf Peeters; Ronald L. Westra (CinC, 2016)

Noninvasive Recurrence Quantification Analysis Predicts Atrial Fibrillation Recurrence in Persistent Patients Undergoing Electrical Cardioversion. - Olivier Meste; Stef Zeemering; Joël M. H. Karel; Theo Lankveld; Ulrich Schotten; Harry J. Crijns; Ralf Peeters; Pietro Bonizzi (CinC, 2016)

Detection of Atrial Fibrillation Episodes from Short Single Lead Recordings by Means of Ensemble Learning. - Pietro Bonizzi; Kurt Driessens; Joël M. H. Karel (CinC, 2017)

Noninvasive Characterization of Short- and Long-Term Recurrence of Atrial Signals During Persistent Atrial Fibrillation. - Pietro Bonizzi; Stef Zeemering; Joël M. H. Karel; Muhammad Haziq Kamarul Azman; Theo Lankveld; Ulrich Schotten; Harry J. Crijns; Ralf Peeters; Olivier Meste (CinC, 2017)

Twelve Dimensional Vectorcardiography - Is More Better? - Alfonso Aranda; Pietro Bonizzi; Joël M. H. Karel; Ralf Peeters (CinC, 2018)

Performance Analysis of T-Wave-Offset Detection Algorithms on Patients With Cardiac Diseases. - Deborah Nairn; Pietro Bonizzi; Joël M. H. Karel; Alfonso Aranda (CinC, 2018)

Myocardial Ischemia Diagnosis Using a Reduced Lead System. - Alfonso Aranda Hernandez; Pietro Bonizzi; Joël M. H. Karel; Ralf Peeters (EMBC, 2018)

Wavelet-promoted sparsity for non-invasive reconstruction of electrical activity of the heart. - Matthijs J. M. Cluitmans; Joël M. H. Karel; Pietro Bonizzi; Paul G. A. Volders; Ronald L. Westra; Ralf Peeters (Medical Biol. Eng. Comput., 2018)

Acute MI Detection Derived From ECG Parameters Distribution. - Alfonso Aranda; Joël M. H. Karel; Pietro Bonizzi; Ralf Peeters (CinC, 2019)

Neural Network-Based Matrix Completion for Minimal Configuration of Body Surface Potential Mapping. - Darek Bizcaino; Kamil Bujnarowski; Maksymilian Matyschik; Henry Mauranen; Ruhui Zhao; Pietro Bonizzi; Joël M. H. Karel (CinC, 2019)

Detection of Spatio-Temporal Recurrent Patterns in Dynamical Systems. - Pietro Bonizzi; Ralf Peeters; Stef Zeemering; Arne van Hunnik; Olivier Meste; Joël M. H. Karel (Frontiers Appl. Math. Stat., 2019)

CT-Scan Free Neural Network-Based Reconstruction of Heart Surface Potentials From ECG Recordings. - Kamil Bujnarowski; Pietro Bonizzi; Matthijs J. M. Cluitmans; Ralf Peeters; Joël M. H. Karel (CinC, 2020)

Feasibility of ECG Reconstruction From Minimal Lead Sets Using Convolutional Neural Networks. - Maksymilian Matyschik; Henry Mauranen; Pietro Bonizzi; Joël M. H. Karel (CinC, 2020)

Relation of Surface T-wave to Vulnerability to Ventricular Fibrillation in Explanted Structurally Normal Hearts. - Marianna Meo; Pietro Bonizzi; Laura R. Bear; Matthijs J. M. Cluitmans; Emma Abell; Michel Haïssaguerre; Olivier Bernus; Rémi Dubois (CinC, 2020)

Use of Normalized Correlation Function to Discriminate Outcome of Persistent Patients Undergoing Electrical Cardioversion. - Olivier Meste; Stef Zeemering; Joël M. H. Karel; Theo Lankveld; Ulrich Schotten; Harry J. Crijns; Ralf Peeters; Pietro Bonizzi (CinC, 2020)

Noninvasive Assessment of Spatio-Temporal Recurrence in Atrial Fibrillation. - Pietro Bonizzi; Stef Zeemering; Frank van Rosmalen; Ulrich Schotten; Joël M. H. Karel (EUSIPCO, 2020)

A novel framework for noninvasive analysis of short-term atrial activity dynamics during persistent atrial fibrillation. - Pietro Bonizzi; Olivier Meste; Stef Zeemering; Joël M. H. Karel; Theo Lankveld; Harry J. Crijns; Ulrich Schotten; Ralf Peeters (Medical Biol. Eng. Comput., 2020)

Body-Surface Atrial Vector Similarity as a New Way to Investigate Atrial Fibrillation Propagation Dynamics. - Pietro Bonizzi; Stef Zeemering; Joël M. H. Karel; Theo Lankveld; Ulrich Schotten; Harry J. Crijns; Ralf Peeters; Olivier Meste (CinC, 2021)

Spatial Relationship Between Atrial Fibrillation Drivers and the Presence of Repetitive Conduction Patterns Using Recurrence Analysis on In-Silico Models. - Victor Gonçalves Marques; Ali Gharaviri; Simone Pezzuto; Pietro Bonizzi; Stef Zeemering; Ulrich Schotten (CinC, 2021)

Body-Surface Atrial Signals Analysis Based on Spatial Frequency Distribution: Comparison Between Different Signal Transformations. - Olivier Meste; Stef Zeemering; Joël M. H. Karel; Theo Lankveld; Ulrich Schotten; Harry J. Crijns; Ralf Peeters; Pietro Bonizzi (CinC, 2021)

Multi-Label Classification on 12, 6, 4, 3 and 2 Lead Electrocardiography Signals Using Convolutional Recurrent Neural Networks. - Niels Osnabrugge; Kata Keresztesi; Felix Rustemeyer; Christos Kaparakis; Francesca Battipaglia; Pietro Bonizzi; Joël M. H. Karel (CinC, 2021)

High Coverage and High-Resolution Mapping of Repetitive Patterns During Atrial Fibrillation. - Ozan Özgül; Ben Hermans; Arne van Hunnik; Sander Verheule; Ulrich Schotten; Pietro Bonizzi; Stef Zeemering (CinC, 2021)

ECGI with a Deep Neural Network and 2D Normalized Body Surface Potential Maps. - Tiantian Wang; Pietro Bonizzi; Joël M. H. Karel; Ralf Peeters (CinC, 2021)

State Space Embedding of Atrial Electrograms to Detect Repetitive Conduction Patterns During Atrial Fibrillation. - Ozan Özgül; Bart Maesen; Ulrich Schotten; Pietro Bonizzi; Stef Zeemering (EMBC, 2021)

Is the Dominant Frequency Accurate Enough for Atrial Fibrillation Signals? - Aline Cabasson; Olivier Meste; Stef Zeemering; Ulrich Schotten; Pietro Bonizzi (CinC, 2022)

Tracking of Atrial Fibrillation Drivers Based on Propagation Patterns: An In-Silico Study. - Victor Gonçalves Marques; Ali Gharaviri; Simone Pezzuto; Angelo Auricchio; Pietro Bonizzi; Stef Zeemering; Ulrich Schotten (CinC, 2022)

Analysis of Atrial Fibrillation Dynamics in Body Surface Potential Maps and Electrocardiographic Imaging. - Rubén Molero; Olivier Meste; Joël M. H. Karel; Ralf Peeters; Pietro Bonizzi; María S. Guillem (CinC, 2022)

Fibrosis Reduces the Coincidence of Repetitive Activation Patterns between the Coronary Sinus and Atrial Regions in Simulated Atrial Fibrillation. - Margot van Montfoort; Victor Gonçalves Marques; Ozan Özgül; Ali Gharaviri; Simone Pezzuto; Angelo Auricchio; Pietro Bonizzi; Ulrich Schotten; Stef Zeemering (CinC, 2022)

Incidence of Distinct Repetitive Atrial Activation Patterns as a Metric for Atrial Fibrillation Complexity. - Ozan Özgül; Ben Hermans; Arne van Hunnik; Sander Verheule; Ulrich Schotten; Pietro Bonizzi; Stef Zeemering (CinC, 2022)

Computer Simulations of Composite Maps for Detection of Atrial Fibrillation Mechanisms. - Ozan Özgül; Victor Gonçalves Marques; Ben Hermans; Arne van Hunnik; Sander Verheule; Ulrich Schotten; Ali Gharaviri; Simone Pezzuto; Angelo Auricchio; Pietro Bonizzi; Stef Zeemering (CinC, 2022)

A Novel Mapping Strategy of Repetitive Patterns in Consecutive Recordings to Localize Atrial Fibrillation Sources: an In-Silico Study. - Victor Gonçalves Marques; Ali Gharaviri; Simone Pezzuto; Angelo Auricchio; Pietro Bonizzi; Stef Zeemering; Ulrich Schotten (CinC, 2023)

Continuous monitoring of acute myocardial infarction with a 3-Lead ECG system. - Alfonso Aranda Hernandez; Pietro Bonizzi; Ralf Peeters; Joël M. H. Karel (Biomed. Signal Process. Control., 2023)

Influence of the Tikhonov Regularization Parameter on the Accuracy of the Inverse Problem in Electrocardiography. - Tiantian Wang; Joël M. H. Karel; Pietro Bonizzi; Ralf L. M. Peeters (Sensors, 2023)

High-density and high coverage composite mapping of repetitive atrial activation patterns. - Ozan Özgül; Ben Hermans; Arne van Hunnik; Sander Verheule; Ulrich Schotten; Pietro Bonizzi; Stef Zeemering (Comput. Biol. Medicine, 2023)

Novel Tensor-based Singular Spectrum Decomposition. - Spriha Joshi; Philippe Dreesen; Pietro Bonizzi; Joël M. H. Karel; Ralf Peeters; Martijn Boussé (EUSIPCO, 2024)

Standardized 2D atrial mapping and its clinical applications. - Tiantian Wang; Joël M. H. Karel; Eric Invers-Rubio; Ismael Hernández-Romero; Ralf Peeters; Pietro Bonizzi; María S. Guillem (Comput. Biol. Medicine, 2024)

Deep learning based estimation of heart surface potentials. - Tiantian Wang; Joël M. H. Karel; Niels Osnabrugge; Kurt Driessens; Job Stoks; Matthijs J. M. Cluitmans; Paul G. A. Volders; Pietro Bonizzi; Ralf L. M. Peeters (Artif. Intell. Medicine, 2025)

High-Density and High-Coverage Composite Atrial Activation Maps: An In-Silico Validation Study. - Ozan Özgül; Victor Gonçalves Marques; Ben Hermans; Arne van Hunnik; Sander Verheule; Ali Gharaviri; Simone Pezzuto; Angelo Auricchio; Ulrich Schotten; Pietro Bonizzi; Stef Zeemering (IEEE Trans. Biomed. Eng., 2025)