ABOUT ME
Juan Pablo Martínez Cortés was born in Zaragoza, Aragón, in 1976. He received the M.Sc. degree in Telecommunication Engineering in 1999, and the PhD degree in Biomedical Engineering in 2005, both at the University of Zaragoza.
Since 2000, he has been a lecturer and researcher in the Department of Electronic Engineering and Communications, and the Aragon Institute of Engineering Research (I3A) of the University of Zaragoza. He is currently an Associate Professor (Profesor Titular de Universidad). From 2010 to 2014, he has been the Coordinator of the M.Sc. Program on Biomedical Engineering.
His research activities are focused on Statistical Signal Processing methods to obtain clinical information and risk indices from invasive and non-invasive cardiovascular signals.
PUBLICATIONS
2024
Journal Articles
Pérez, C; Pueyo, E; Martínez, J P; Viik, J; Sörnmo, L; Laguna, P
Performance Evaluation of QT-RR Adaptation Time Lag Estimation in Exercise Stress Testing Journal Article
In: IEEE Trans. Biomed. Eng., vol. 71, no. 11, 2024.
@article{cperez24,
title = {Performance Evaluation of QT-RR Adaptation Time Lag Estimation in Exercise Stress Testing},
author = {C Pérez and E Pueyo and J P Martínez and J Viik and L Sörnmo and P Laguna},
url = {https://drive.google.com/file/d/1clN3OYr4mvp_i3wJEJn9LIES5AThbj-h/view},
doi = {10.1109/TBME.2024.3410008},
year = {2024},
date = {2024-01-01},
journal = {IEEE Trans. Biomed. Eng.},
volume = {71},
number = {11},
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pubstate = {published},
tppubtype = {article}
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Conferences
Gómez-Fonseca, N; Ramírez, J; Tsvetkova, A S; Platonov, P; Azarov, J; Martínez, J P; Laguna, P
Dynamics of T-peak-to-T-end Morphology Changes in an Open-chest Porcine Model, and Its Relation to Arrhythmic Events Conference
Proceedings of the LI International Conference on Computing in Cardiology, Karlsruhe, Germany, 2024.
@conference{Gómez-Fonseca_c24,
title = {Dynamics of T-peak-to-T-end Morphology Changes in an Open-chest Porcine Model, and Its Relation to Arrhythmic Events},
author = {N Gómez-Fonseca and J Ramírez and A S Tsvetkova and P Platonov and J Azarov and J P Martínez and P Laguna},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings of the LI International Conference on Computing in Cardiology},
address = {Karlsruhe, Germany},
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pubstate = {published},
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Martín-Yebra, A; Bayés-de-Luna, A; Vazquez, R; Caminal, P; Laguna, P; Martínez, J P
The MUSIC Database: Sudden Cardiac Death in Heart Failure Patients Conference
Proceedings of the LI International Conference on Computing in Cardiology, Karlsruhe, Germany, 2024.
@conference{Martín-Yebra_c24,
title = {The MUSIC Database: Sudden Cardiac Death in Heart Failure Patients},
author = {A Martín-Yebra and A Bayés-de-Luna and R Vazquez and P Caminal and P Laguna and J P Martínez},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings of the LI International Conference on Computing in Cardiology},
address = {Karlsruhe, Germany},
keywords = {},
pubstate = {published},
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Chaparro-Victoria, D; Campos, A; Aznarez, S Crespo; Esterellas, L Karla; Horna, V Garces; Sanchez-Marteles, M; Martínez, J P; Monasterio, V; Rubio-Gracia, J; Alcaine, A
Automatic Segmentation of the Inferior Vena Cava from M-mode Ultrasound Images Conference
Proceedings of the LI International Conference on Computing in Cardiology, Karlsruhe, Germany, 2024.
@conference{Chaparro-Victoria_c24,
title = {Automatic Segmentation of the Inferior Vena Cava from M-mode Ultrasound Images},
author = {D Chaparro-Victoria and A Campos and S {Crespo Aznarez} and L {Karla Esterellas} and V {Garces Horna} and M Sanchez-Marteles and J P Martínez and V Monasterio and J Rubio-Gracia and A Alcaine},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings of the LI International Conference on Computing in Cardiology},
address = {Karlsruhe, Germany},
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Artal, S; Martínez, J P; Miguel, A; Ramírez, J
Improved Detection of Paroxysmal Atrial Fibrillation Using an ECG-based Semisupervised Model Conference
Proceedings of the LI International Conference on Computing in Cardiology, Karlsruhe, Germany, 2024.
@conference{Artal_c24,
title = {Improved Detection of Paroxysmal Atrial Fibrillation Using an ECG-based Semisupervised Model},
author = { S Artal and J P Martínez and A Miguel and J Ramírez},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings of the LI International Conference on Computing in Cardiology},
address = {Karlsruhe, Germany},
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Pérez, C; Pueyo, E; Martínez, J P; Sörnmo, L; Laguna, P
13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2024.
@conference{esgco24_CPerez,
title = {QT-RR Adaptation Time Lag Estimation and its Dependence on Heart Rate Trend Frequency Content in Exercise Stress Testing},
author = {C Pérez and E Pueyo and J P Martínez and L Sörnmo and P Laguna},
url = {https://drive.google.com/file/d/10LpS3YFsw4zZdRMjPjqWmg3F8ThGR6UU/view},
year = {2024},
date = {2024-01-01},
booktitle = {13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)},
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Gómez, N; Ramírez, J; Martínez, J P; Laguna, P
Evaluation of T-wave Time-Warping Dynamics in Patients with Long QT Syndrome Conference
13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2024.
@conference{esgco24_NGomez,
title = {Evaluation of T-wave Time-Warping Dynamics in Patients with Long QT Syndrome},
author = {N Gómez and J Ramírez and J P Martínez and P Laguna},
url = {https://drive.google.com/file/d/1-dDMzTIG-aJZCyuBIo_HzVNo4mhy7OKM/view},
year = {2024},
date = {2024-01-01},
booktitle = {13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)},
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Palacios, S; Sales, C; Melero, J; Cabrera, M; Ramos, J; Mincholé, A; Pueyo, E; Martínez, J P
Changes in Ventricular Repolarization After Right Ventricular and Left Bundle Branch Pacing Conference
13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2024.
@conference{esgco24_SPalacios,
title = {Changes in Ventricular Repolarization After Right Ventricular and Left Bundle Branch Pacing},
author = {S Palacios and C Sales and J Melero and M Cabrera and J Ramos and A Mincholé and E Pueyo and J P Martínez},
url = {https://drive.google.com/file/d/1UM147WcqzL9ZUQXcelOEWekjv6hQ_uqQ/view},
year = {2024},
date = {2024-01-01},
booktitle = {13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)},
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Gómez, N; Ramírez, J; Roquero, A I; Palmieri, F; Arbelo, E; Martínez, J P; Laguna, P
Proceedings CASEIB 2024, Sevilla, Spain, 2024.
@conference{caseib24_NGomez,
title = {Evaluación de los cambios en la morfología del pico al fin de la onda T, cuantificados mediante “time-warping”, en pacientes con síndrome de Brugada},
author = {N Gómez and J Ramírez and A I Roquero and F Palmieri and E Arbelo and J P Martínez and P Laguna},
url = {https://drive.google.com/file/d/1nde2LvDsoNhlA8zJNST0FxHMqMxIGMHP/view},
year = {2024},
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booktitle = {Proceedings CASEIB 2024},
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Romagnoli, S; Sbrollini, A; Burattini, L; Martínez, J P; Laguna, P
Proceedings CASEIB 2024, 2024.
@conference{caseib24_SRomagnoli2,
title = {Estimación del retardo del intervalo QT ante cambios en la frecuencia cardíaca inducidos por actividades deportivas},
author = {S Romagnoli and A Sbrollini and L Burattini and J P Martínez and P Laguna},
url = {https://drive.google.com/file/d/1rdHp2MxfW8H3mNoWl-ZBGlm4cvrVkLhj/view},
year = {2024},
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Chaparro-Victoria, D; de Santamaría, A Campos-Saenz; Crespo-Aznarez, S; Esterellas-Sánchez, L; Garcés-Horna, V; Sánchez-Marteles, M; Martínez, J P; Monasterio, V; Rubio-Gracia, J; Alcaine, A
Segmentación automática de la vena cava inferior en imágenes ecográficas en modo M Conference
Proceedings CASEIB 2024, 2024.
@conference{caseib24_DChaparro,
title = {Segmentación automática de la vena cava inferior en imágenes ecográficas en modo M},
author = {D Chaparro-Victoria and A {Campos-Saenz de Santamaría} and S Crespo-Aznarez and L Esterellas-Sánchez and V Garcés-Horna and M Sánchez-Marteles and J P Martínez and V Monasterio and J Rubio-Gracia and A Alcaine},
url = {https://drive.google.com/file/d/1_Bf40oEGE_4YHVWV3mI1jBqHzpj74kjy/view},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings CASEIB 2024},
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2023
Journal Articles
Pérez, C; Cebollada, R; Mountris, K A; Martínez, J P; Laguna, P; Pueyo, E
The Role of β-adrenergic Stimulation in QT Interval Adaptation to Heart Rate During Stress Test Journal Article
In: Plos One, 2023.
@article{Perez23,
title = {The Role of β-adrenergic Stimulation in QT Interval Adaptation to Heart Rate During Stress Test},
author = {C Pérez and R Cebollada and K A Mountris and J P Martínez and P Laguna and E Pueyo},
url = {https://drive.google.com/file/d/1iQ44bPLk1QU7P_qIX6ZEfkDdMCdQ8LdL/view},
doi = {10.1371/journal.pone.0280901},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
journal = {Plos One},
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Pérez, C; Pueyo, E; Martínez, J P; Viik, J; Laguna, P
QT Interval Time Lag in Response to Heart Rate Changes During Stress Test for Coronary Artery Disease Diagnosis Journal Article
In: Biomedical Signal Processing and Control, vol. 86, no. 105056, 2023.
@article{Perez23b,
title = {QT Interval Time Lag in Response to Heart Rate Changes During Stress Test for Coronary Artery Disease Diagnosis},
author = {C Pérez and E Pueyo and J P Martínez and J Viik and P Laguna},
url = {https://drive.google.com/file/d/1X9Mvd0yl_9ihg42VIh1MRT3OBKWgxBpS/view},
doi = {10.1016/j.bspc.2023.105056},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
journal = {Biomedical Signal Processing and Control},
volume = {86},
number = {105056},
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Bachi, L; Halvaei, H; Pérez, C; Martín-Yebra, A; Petrenas, A; Solosenko, A; Johnson, L; Marozas, V; Martínez, J P; Pueyo, E; Stridh, M; Laguna, P; Sörnmo, L
ECG Modeling for Simulation of Arrhythmias in Time-Varying Conditions Journal Article
In: IEEE Trans Biomed Eng., vol. 70, no. 12, pp. 3449 – 3460, 2023.
@article{bachi23,
title = {ECG Modeling for Simulation of Arrhythmias in Time-Varying Conditions},
author = {L Bachi and H Halvaei and C Pérez and A Martín-Yebra and A Petrenas and A Solosenko and L Johnson and V Marozas and J P Martínez and E Pueyo and M Stridh and P Laguna and L Sörnmo},
url = {https://drive.google.com/file/d/1Msa-fh-F63cCSDPGx1KIEnKId274Qt3u/view},
doi = {10.1109/TBME.2023.3288701},
year = {2023},
date = {2023-01-01},
urldate = {2024-01-01},
journal = {IEEE Trans Biomed Eng.},
volume = {70},
number = {12},
pages = {3449 - 3460},
keywords = {},
pubstate = {published},
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Gómez-Fonseca, N; Ramírez, J; Martínez, J P; Laguna, P
Time-Warping Analysis of the T-Wave Peak-to-End Interval to Quantify Ventricular Repolarization Dispersion During Ischemia Journal Article
In: IEEE Journal of Biomedical and Health Informatics, vol. 27, no. 11, pp. 5314-5325, 2023.
@article{gomez23,
title = {Time-Warping Analysis of the T-Wave Peak-to-End Interval to Quantify Ventricular Repolarization Dispersion During Ischemia},
author = {N Gómez-Fonseca and J Ramírez and J P Martínez and P Laguna},
url = {https://drive.google.com/file/d/17R8HPyA5_dgpNOYVGQ3Fw-R9hIRdT-ZW/view},
doi = {10.1109/JBHI.2023.3310878},
year = {2023},
date = {2023-01-01},
journal = {IEEE Journal of Biomedical and Health Informatics},
volume = {27},
number = {11},
pages = {5314-5325},
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Conferences
Gómez-Fonseca, N; Ramírez, J; Martín-Yebra, A; Platonov, P; Martínez, J P; Laguna, P
XII Jornada de Jóvenes Investigadores e Investigadoras del I3A. Zaragoza, España "Vol. 11 (2023): Actas de la XII Jornada de Jóvenes Investigadores e Investigadoras del I3A, 2023.
@conference{Gomezc23b,
title = {Los cambios en la morfología del intervalo Tpico-Tfin medidos mediante time-warping se asocian con la fibrilación ventricular inducida por la isquemia en un modelo porcino},
author = {N Gómez-Fonseca and J Ramírez and A Martín-Yebra and P Platonov and J P Martínez and P Laguna},
url = {https://papiro.unizar.es/ojs/index.php/jji3a/article/view/9065},
doi = {10.26754/jjii3a.20239065},
year = {2023},
date = {2023-01-01},
booktitle = {XII Jornada de Jóvenes Investigadores e Investigadoras del I3A. Zaragoza, España "Vol. 11 (2023): Actas de la XII Jornada de Jóvenes Investigadores e Investigadoras del I3A},
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Romagnoli, S; Pérez, C; Burattini, L; Pueyo, E; Morettini, M; Sbrollini, A; Martínez, J P; Laguna, P
Model-based Estimators of QT Series Time Delay in Following Heart-Rate Changes Conference
45nd Annual International Conference of the IEEE EMBS, Sydney, Australia, 2023.
@conference{Romagnolic23,
title = {Model-based Estimators of QT Series Time Delay in Following Heart-Rate Changes},
author = {S Romagnoli and C Pérez and L Burattini and E Pueyo and M Morettini and A Sbrollini and J P Martínez and P Laguna},
url = {https://drive.google.com/file/d/1n_GfeZmOLpqGUGM6lFfM_1plQfbLVXal/view},
doi = {10.1109/EMBC40787.2023.10340130},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {45nd Annual International Conference of the IEEE EMBS},
address = {Sydney, Australia},
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Martín-Yebra, A; Molinos, J; Martínez, J P
Proceedings of the XLIX International Conference on Computing in Cardiology, Atlanta, USA, 2023.
@conference{MartinYebrac23,
title = {Assessment of QT Interval Dynamics Induced by Heart Rate Changes through Bivariate Phase-Rectified Signal Averaging},
author = {A Martín-Yebra and J Molinos and J P Martínez},
url = {https://drive.google.com/file/d/1XSwSoiLmYB3UAEjorJuofV_Y8vy5XEd6/view},
doi = {10.22489/CinC.2023.398},
year = {2023},
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Ramírez, J; Miguel, A; Duijvenboden, S; Orini, M; Young, W; Tinker, A; Lambiase, P; Munroe, P; Martínez, J P
Proceedings of the XLIX International Conference on Computing in Cardiology, Atlanta, USA, 2023.
@conference{Ramirezc23,
title = {A Multi-layer CNN Using the ECG, Age and Sex Predicts Ventricular Arrhythmias in the General Population},
author = {J Ramírez and A Miguel and S Duijvenboden and M Orini and W Young and A Tinker and P Lambiase and P Munroe and J P Martínez},
url = {https://drive.google.com/file/d/1UaE_QTuO0CUh9wNV7N1s1zA1ByymE0HA/view},
doi = {10.22489/CinC.2023.342},
year = {2023},
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Gómez-Fonseca, N; Ramírez, J; Martín-Yebra, A; Demidova, M M; Platonov, P; Martínez, J P; Laguna, P
Proceedings of the XLIX International Conference on Computing in Cardiology, Atlanta, USA, 2023.
@conference{Gomezc23,
title = {Changes in T-peak-to-T-end Morphology Measured by Time-Warping Are Associated with Ischemia-Induced Ventricular Fibrillation in a Porcine Model},
author = {N Gómez-Fonseca and J Ramírez and A Martín-Yebra and M M Demidova and P Platonov and J P Martínez and P Laguna},
url = {https://drive.google.com/file/d/1y5l756vJlADqngD7Rojla--RC--vwzxW/view},
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Pérez, C; Pueyo, E; Martínez, J P; Sörnmo, L; Laguna, P
Evaluation of a QT Adaptation Time Estimator for ECG Exercise Stress Test in Controlled Simulation Conference
Proceedings of the XLIX International Conference on Computing in Cardiology, Atlanta, USA, 2023.
@conference{Perezc23,
title = {Evaluation of a QT Adaptation Time Estimator for ECG Exercise Stress Test in Controlled Simulation},
author = {C Pérez and E Pueyo and J P Martínez and L Sörnmo and P Laguna},
url = {https://drive.google.com/file/d/15GXpsrJn1oo6gW4Y9wQn-vdG86vMMHlc/view},
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Palacios, S; Smisek, R; Curila, K; Nguyen, U C; Prinzen, F; Halamek, J; Plesinger, F; Jurak, P; Pueyo, E; Martínez, J P
Proceedings of the XLIX International Conference on Computing in Cardiology, Atlanta, USA, 2023.
@conference{Palaciosc23,
title = {Spatial Dispersion of Activation and Repolarization Times Associated with Different Cardiac Pacing Modes},
author = {S Palacios and R Smisek and K Curila and U C Nguyen and F Prinzen and J Halamek and F Plesinger and P Jurak and E Pueyo and J P Martínez},
url = {https://drive.google.com/file/d/1dUhTmCyI2APj-WvgX-kqu4Z4T2w5ElTy/view},
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Palacios, S; Smisek, R; Curila, K; Nguyen, U; Prinzen, F W; Halamek, J; Plesinger, F; Jurak, P; Martínez, J P; Pueyo, E
VLI Congreso de la Sociedad Española de Ingeniería Biomédica CASEIB, Cartagena, España, 2023.
@conference{palacios_c23,
title = {Dispersión espacial de los tiempos de activación y repolarización asociada a diferentes modos de estimulación cardiaca},
author = {S Palacios and R Smisek and K Curila and U Nguyen and F W Prinzen and J Halamek and F Plesinger and P Jurak and J P Martínez and E Pueyo},
url = {https://drive.google.com/file/d/1hcjO9c-8y9g0UiNvvrRuS31YIQA5mntg/view},
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Pérez, C; Pueyo, E; Martínez, J P; Sörnmo, L; Laguna, P
VLI Congreso de la Sociedad Española de Ingeniería Biomédica CASEIB, Cartagena, España, 2023.
@conference{perez_c23,
title = {Estimadores del retardo entre las series de QT y RR en registros ECG de prueba de esfuerzo: evaluación en simulación},
author = {C Pérez and E Pueyo and J P Martínez and L Sörnmo and P Laguna},
url = {https://drive.google.com/file/d/1cqxKAvtcuSVeiPbD6q_KDsjlcucf7eoq/view},
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Gómez, N; Ramírez, J; Martín-Yebra, A; Demidova, M M; Platonov, P; Martínez, J P; Laguna, P
VLI Congreso de la Sociedad Española de Ingeniería Biomédica CASEIB, Cartagena, España, 2023.
@conference{gomez_c23,
title = {Los cambios en la morfología del pico al fin de la onda T, cuantificados mediante “time-warping”, están asociados con la aparición de fibrilación ventricular en un modelo porcino de isquemia aguda},
author = {N Gómez and J Ramírez and A Martín-Yebra and M M Demidova and P Platonov and J P Martínez and P Laguna},
url = {https://drive.google.com/file/d/1jnuzZ4gZMfllu7b1hEix8ebi6XJBeLM-/view},
year = {2023},
date = {2023-01-01},
booktitle = {VLI Congreso de la Sociedad Española de Ingeniería Biomédica CASEIB},
pages = {2-5},
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2022
Journal Articles
Groot, N M S; Shah, D; Boyle, P M; Anter, E; Clifford, G D; Deisenhofer, I; Deneke, T; Dessel, P; Doessel, O; Dilaveris, P; Heinzel, F R; Kapa, S; Lambiase, P D; Lumens, J; Platonov, P G; Ngarmukos, T; Martínez, J P; Sanchez, A Olaya; Takahashi, Y; Valdigem, B P; Veen, A-J; Vernooy, K; Casado-Arroyo, R
In: EP Europace, vol. euab254, 2022.
@article{deGroot21,
title = {Critical appraisal of technologies to assess electrical activity during atrial fibrillation: a position paper from the European Heart Rhythm Association and European Society of Cardiology Working Group on eCardiology in collaboration with the Heart Rhythm Society, Asia Pacific Heart Rhythm Society, Latin American Heart Rhythm Society and Computing in Cardiology},
author = {N M S Groot and D Shah and P M Boyle and E Anter and G D Clifford and I Deisenhofer and T Deneke and P Dessel and O Doessel and P Dilaveris and F R Heinzel and S Kapa and P D Lambiase and J Lumens and P G Platonov and T Ngarmukos and J P Martínez and A Olaya Sanchez and Y Takahashi and B P Valdigem and A-J Veen and K Vernooy and R Casado-Arroyo},
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Berenfeld, O; Corino, V D A; Loewe, A; Martínez, J P; Rodríguez, J F
Editorial: Atrial Fibrillation: Technology for Diagnosis, Monitoring, and Treatment Journal Article
In: Frontiers in Physiology, vol. 13, no. 848096, pp. 1-4, 2022.
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Weighted Time Warping Improves T-wave Morphology Markers Clinical Significance Journal Article
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Atrial Fibrillation: Technology for Diagnosis, Monitoring, and Treatment Journal Article
In: Lausanne: Frontiers Media S, 2022.
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Rivolta, M; Martínez, J P; Sassi, R; Laguna, P
Spatial Correlation Between Myocyte’s Repolarization Times and their Alternans Drives T-Wave Alternans on the ECG Journal Article
In: IEEE Journal ofBiomedical and Hwealth Informatics, 2022.
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