Faculty Member
Call: +34 976 76 2963
Email: epueyo@unizar.es
Address: Mariano Esquillor s/n, 50018, Zaragoza (Spain) (Spain)
ABOUT ME
Esther Pueyo received the M.S. degree in Mathematics from the University of Zaragoza, Spain, in 1999. During 2000, she was a research student at the Department of Mathematics, University of Zaragoza, where she developed a minor thesis in the field of Calculus, supervised by Prof. José Garay. In 2001 she started her Ph.D. studies in Biomedical Engineering at the University of Zaragoza under the supervision of Prof. Pablo Laguna, with a grant supported by the Spanish government. Her Ph.D. studies aimed at developing signal processing techniques applied to the electrocardiogram with the purpose of investigating conditions predisposing to suffer cardiac arrhythmias. During that time, she also worked as an Assistant Professor of Signal Processing at the Department of Electronic Engineering and Communications and she was a visiting scholar at research centers in Portugal, Argentina and UK, with long research visits at St. George’s Hospital Medical School, London, UK, where she worked under the supervision of Prof. Marek Malik.
After finishing her PhD in December 2006, she moved to the University of Oxford, UK (2007-2009) to get postdoctoral training in computational modeling and simulation of cardiac electrophysiology. She worked with Dr. Blanca Rodríguez and Prof. Kevin Burrage in the construction of cell and tissue models to investigate cardiac pathologies and drug-induced effects associated with increased arrhythmic risk. Most of the studies conducted during her postdoctoral period involved collaborations with experts in cardiology and experimental physiology, mainly from Hungary, UK and Sweden.
In January 2011 she was appointed Associate Professor at the University of Zaragoza, Spain. During 2012-2015 she worked as Senior Researcher at the Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN) after having been awarded with a ‘Ramón y Cajal’ Senior Research fellowship by the Spanish government. At the University of Zaragoza and CIBER-BBN, she works with a group of postdoctoral researchers and PhD, MSc and undergraduate students in the development of methodologies for the analysis of simulated, experimental and clinical data. By combining ECG signal processing and electrophysiological modeling and simulation tools, her current research aims at shedding light on the mechanisms and manifestations of cardiac arrhythmias at scales ranging from cellular ion channels to the electrocardiogram and on the role of important modulators such as the Autonomic Nervous System.
Since October 2015 she is back to her Associate Professor position at the University of Zaragoza. She has participated as Principal Investigator and as Collaborator in different international, European, national and regional research projects. She is currently PI of the ERC Starting Grant project MODELAGE, funded with 1.5 M€, in which a systems biology approach is used to investigate the aging of the human heart.
PUBLICATIONS
2021
Journal Articles
Mountris, K A; Pueyo, E
A dual adaptive explicit time integration algorithm for efficiently solving the cardiac monodomain equation Journal Article
In: Int J Numer Meth Biomed Engng, vol. e3461, 2021.
@article{mountris21,
title = {A dual adaptive explicit time integration algorithm for efficiently solving the cardiac monodomain equation},
author = {K A Mountris and E Pueyo},
url = {https://drive.google.com/file/d/1ki3MLFEGi-gomKKA680oDv5ZtCMgVw2H/view},
doi = {10.1002/cnm.3461},
year = {2021},
date = {2021-01-01},
journal = {Int J Numer Meth Biomed Engng},
volume = {e3461},
keywords = {},
pubstate = {published},
tppubtype = {article}
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Taggart, P; Pueyo, E; Duijvenboden, S V.; Porter, B; Bishop, M; Sampedro-Puente, D A; Orini, M; Hanson, B; Rinaldi, C A; Gill, J S; Lambiase, P
In: Europace, vol. euab009, 2021.
@article{Taggart21,
title = {Emerging evidence for a mechanistic link between low-frequency oscillation of ventricular repolarization measured from the electrocardiogram T-wave vector and arrhythmia},
author = {P Taggart and E Pueyo and S V. Duijvenboden and B Porter and M Bishop and D A Sampedro-Puente and M Orini and B Hanson and C A Rinaldi and J S Gill and P Lambiase},
url = {https://drive.google.com/file/d/11fji0teYeq0YlvzTyTASGbRjSAKZA58H/view},
doi = {10.1093/europace/euab009},
year = {2021},
date = {2021-01-01},
journal = {Europace},
volume = {euab009},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Palmieri, F; Gomis, P; Ruiz, J E; Ferreira, D; Martín-Yebra, A; Pueyo, E; Martínez, J P; Ramírez, J; Laguna, P
ECG-based Monitoring of Blood Potassium Concentration: Periodic versus Principal Componentas Lead Transformation for Biomarker Robustness Journal Article
In: Biomedical Signal Processing and Control, vol. 68, no. 102719, pp. 1-11, 2021.
@article{Palmieri21d,
title = {ECG-based Monitoring of Blood Potassium Concentration: Periodic versus Principal Componentas Lead Transformation for Biomarker Robustness},
author = {F Palmieri and P Gomis and J E Ruiz and D Ferreira and A Martín-Yebra and E Pueyo and J P Martínez and J Ramírez and P Laguna},
url = {https://drive.google.com/file/d/16CZvxrxKXXpDScRcjLDN_UZ6k0KVkxGb/view},
doi = {10.1016/j.bspc.2021.102719},
year = {2021},
date = {2021-01-01},
journal = {Biomedical Signal Processing and Control},
volume = {68},
number = {102719},
pages = {1-11},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Castillo, M González; Hernando, D; Orini, M; Laguna, P; Viik, J; Bailón, R; Pueyo, E
QT variability unrelated to RR variability during stress testing for identification of coronary artery disease Journal Article
In: Phil. Trans. R. Soc. A., vol. 379: 20200261, 2021.
@article{GdC21,
title = {QT variability unrelated to RR variability during stress testing for identification of coronary artery disease},
author = {M González Castillo and D Hernando and M Orini and P Laguna and J Viik and R Bailón and E Pueyo},
url = {https://drive.google.com/file/d/1gc-OnKpsnAbUQdOuTTVIupdP6toILzLd/view},
doi = {10.1098/rsta.2020.0261},
year = {2021},
date = {2021-01-01},
journal = {Phil. Trans. R. Soc. A.},
volume = {379: 20200261},
keywords = {},
pubstate = {published},
tppubtype = {article}
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Celotto, C; Sanchez, C; Mountris, K A; Laguna, P; Pueyo, E
Location of Parasympathetic Innervation Regions from Electrograms to Guide Atrial Fibrillation Ablation Therapy: An In Silico Modeling Study Journal Article
In: Frontiers in Physiology, vol. 12, no. 674197, 2021.
@article{Celotto21,
title = {Location of Parasympathetic Innervation Regions from Electrograms to Guide Atrial Fibrillation Ablation Therapy: An In Silico Modeling Study},
author = {C Celotto and C Sanchez and K A Mountris and P Laguna and E Pueyo},
url = {https://drive.google.com/file/d/13kDU-A9151BTQLts8UWdBMOWpFxzaPzb/view},
doi = {10.3389/fphys.2021.674197},
year = {2021},
date = {2021-01-01},
journal = {Frontiers in Physiology},
volume = {12},
number = {674197},
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pubstate = {published},
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Barrio, R; Martínez, M A; Pueyo, E; Serrano, S
Dynamical analysis of early afterdepolarization patterns in a biophysically-detailed cardiac model Journal Article
In: Chaos, vol. 31, no. 073137, pp. 1-20, 2021.
@article{Barrio21,
title = {Dynamical analysis of early afterdepolarization patterns in a biophysically-detailed cardiac model},
author = {R Barrio and M A Martínez and E Pueyo and S Serrano},
url = {https://drive.google.com/file/d/1qy0YmqTByE8j9g8Japco9TuIJwcthlZh/view},
doi = {10.1063/5.0055965},
year = {2021},
date = {2021-01-01},
journal = {Chaos},
volume = {31},
number = {073137},
pages = {1-20},
keywords = {},
pubstate = {published},
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Ramos-Marquès, E; García-Mendívil, L; Pérez-Zabalza, M; Santander-Badules, H; Srinivasan, S; Oliveros, J C; Torres-Pérez, R; Cebollada, A; Vallejo-Gil, J M; Fresneda-Roldán, P C; Fañanás-Mastral, J; Vázquez-Sancho, M; Matamala-Adell, M; Sorribas-Berjón, J F; Bellido-Morales, J A; Mancebón-Sierra, F J; Vaca-Núñez, A S; Ballester-Cuenca, C; Jiménez-Navarro, M; Villaescusa, J M; Garrido-Huéscar, E; Segovia-Roldán, M; Oliván-Viguera, A; Gómez-González, C; Muñiz, G; Diez, E; Ordovás, L; Pueyo, E
Chronological and biological aging of the human left ventricular myocardium: Analysis of microRNAs contribution Journal Article
In: Aging Cell, vol. 00:e13383, pp. 1-16, 2021.
@article{Ramos21,
title = {Chronological and biological aging of the human left ventricular myocardium: Analysis of microRNAs contribution},
author = {E Ramos-Marquès and L García-Mendívil and M Pérez-Zabalza and H Santander-Badules and S Srinivasan and J C Oliveros and R Torres-Pérez and A Cebollada and J M Vallejo-Gil and P C Fresneda-Roldán and J Fañanás-Mastral and M Vázquez-Sancho and M Matamala-Adell and J F Sorribas-Berjón and J A Bellido-Morales and F J Mancebón-Sierra and A S Vaca-Núñez and C Ballester-Cuenca and M Jiménez-Navarro and J M Villaescusa and E Garrido-Huéscar and M Segovia-Roldán and A Oliván-Viguera and C Gómez-González and G Muñiz and E Diez and L Ordovás and E Pueyo},
url = {https://drive.google.com/file/d/1GNpXvMeWTmQ9_2cQg-8FN1M7AYNjuR0y/view},
doi = {10.1111/acel.13383},
year = {2021},
date = {2021-01-01},
journal = {Aging Cell},
volume = {00:e13383},
pages = {1-16},
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pubstate = {published},
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Hernández-Vicente, A; Hernando, D; Vicente-Rodríguez, G; Bailón, R; Garatachea, N; Pueyo, E
In: International Journal of Environmental Research and Public Health, vol. 18, no. 9497, 2021.
@article{Hernandez21b,
title = {ECG ventricular repolarization dynamics during exercise: temporal profile, relation to heart rate variability and effects of age and physical health},
author = {A Hernández-Vicente and D Hernando and G Vicente-Rodríguez and R Bailón and N Garatachea and E Pueyo},
url = {https://drive.google.com/file/d/1bCgh4jQaiFiA1bVlLz9KQrYiCOtS3t0x/view},
doi = {10.3390/ijerph18189497},
year = {2021},
date = {2021-01-01},
journal = {International Journal of Environmental Research and Public Health},
volume = {18},
number = {9497},
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Palacios, S; Cygankiewicz, I; Luna, A Bayés; Pueyo, E; Martínez, J P
Periodic Repolarization Dynamics as Predictor of Risk for Sudden Cardiac Death in Chronic Heart Failure Patients Journal Article
In: Scientific Reports, vol. 11:20546, 2021.
@article{Palacios21,
title = {Periodic Repolarization Dynamics as Predictor of Risk for Sudden Cardiac Death in Chronic Heart Failure Patients},
author = {S Palacios and I Cygankiewicz and A Bayés Luna and E Pueyo and J P Martínez},
url = {https://drive.google.com/file/d/1ZU2bJFlN2iF1f35FbgJRGV1V33BFJx18/view},
doi = {10.1038/s41598-021-99861-1},
year = {2021},
date = {2021-01-01},
journal = {Scientific Reports},
volume = {11:20546},
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Bukhari, H A; Palmieri, F; Ramirez, J; Laguna, P; Ruiz, J E; Ferreira, D; Potse, M; Sánchez, C; Pueyo, E
In: IEEE Trans Biomed Eng, vol. 68, no. 8, pp. 2467-2478, 2021.
@article{bukhari21,
title = {Characterization of T Wave Amplitude, Duration and Morphology Changes During Hemodialysis: Relationship with Serum Electrolyte Levels and Heart Rate},
author = {H A Bukhari and F Palmieri and J Ramirez and P Laguna and J E Ruiz and D Ferreira and M Potse and C Sánchez and E Pueyo},
url = {https://drive.google.com/file/d/1ZGhcHjbGYY-p6gnFZAXBJtHUlNR1nlp4/view},
doi = {10.1109/TBME.2020.3043844},
year = {2021},
date = {2021-01-01},
journal = {IEEE Trans Biomed Eng},
volume = {68},
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pages = {2467-2478},
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Palmieri, F; Gomis, P; Ferreira, D; Ruiz, J E; Bergasa, B; Martín-Yebra, A; Bukhari, H A; Pueyo, E; Martínez, J P; Ramírez, J; Laguna, P
Monitoring Blood Potassium Concentration in Hemodialysis Patients by Quantifying T-wave Morphology Dynamics Journal Article
In: Scientific reports, vol. 11, no. 3883, 2021.
@article{Palmieri21,
title = {Monitoring Blood Potassium Concentration in Hemodialysis Patients by Quantifying T-wave Morphology Dynamics},
author = {F Palmieri and P Gomis and D Ferreira and J E Ruiz and B Bergasa and A Martín-Yebra and H A Bukhari and E Pueyo and J P Martínez and J Ramírez and P Laguna},
url = {https://drive.google.com/file/d/1rT8vurVpKeKMPGDIcoaGlhJvJBVFX7wI/view},
doi = {10.1038/s41598-021-82935-5},
year = {2021},
date = {2021-01-01},
journal = {Scientific reports},
volume = {11},
number = {3883},
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pubstate = {published},
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Pueyo, E
Modelización matemática y simulación computacional de la variabilidad espacio-temporal en la actividad eléctrica cardíaca Journal Article
In: Rev. Real Academia de Ciencias, vol. 76, pp. 7-54, 2021, ISSN: 0370-3207.
@article{Pueyo21,
title = {Modelización matemática y simulación computacional de la variabilidad espacio-temporal en la actividad eléctrica cardíaca},
author = {E Pueyo},
url = {https://drive.google.com/file/d/1pcI-joirQeHgnUEh7g_vi2Xuz-FQabQG/view},
issn = {0370-3207},
year = {2021},
date = {2021-01-01},
urldate = {2021-01-01},
journal = {Rev. Real Academia de Ciencias},
volume = {76},
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keywords = {},
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Conferences
Palacios, S; Cygankiewicz, I; Bayés-de-Luna, A; Martínez, J P; Pueyo, E
I Congreso Anual de Estudiantes de Doctorado (CAED), Universidad Miguel Hernandez, Elche 2021.
@conference{Palacios1c_21,
title = {Estudio de la dinámica periódica de la repolarización para la predicción de muerte súbita en pacientes con insuficiencia cardíaca crónica},
author = {S Palacios and I Cygankiewicz and A Bayés-de-Luna and J P Martínez and E Pueyo},
url = {https://drive.google.com/file/d/1EGFakwf8PS5cXemAiG-eNIdYTdIgDCqt/view},
year = {2021},
date = {2021-01-01},
booktitle = {I Congreso Anual de Estudiantes de Doctorado (CAED)},
organization = {Universidad Miguel Hernandez, Elche},
keywords = {},
pubstate = {published},
tppubtype = {conference}
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Gómez, M; Carro, J; Pueyo, E; Monasterio, V
XXXIX Congreso de la Sociedad Española de Ingeniería Biomédica CASEIB, Madrid, España, 2021.
@conference{Gomez1c_21,
title = {Modificación de un modelo de miocito ventricular humano para representar el papel de los canales SK en insuficiencia cardiaca},
author = {M Gómez and J Carro and E Pueyo and V Monasterio},
url = {https://drive.google.com/file/d/1nWh2g3XZCS62hCoMx1f62KsaHPQNRVnq/view},
year = {2021},
date = {2021-01-01},
booktitle = {XXXIX Congreso de la Sociedad Española de Ingeniería Biomédica CASEIB},
address = {Madrid, España},
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Palmieri, F; Gomis, P; Ruiz, J E; Ferreira, D; Pueyo, E; Martínez, J P; Laguna, P; Ramírez, J
XXXIX Congreso de la Sociedad Española de Ingeniería Biomédica CASEIB, Madrid, España, 2021.
@conference{Palmieri1c_21,
title = {Time-Warping” ponderado sobre la onda T para Reducir el Impacto de Errores de Delineación: Implicaciones Clínicas},
author = {F Palmieri and P Gomis and J E Ruiz and D Ferreira and E Pueyo and J P Martínez and P Laguna and J Ramírez},
url = {https://drive.google.com/file/d/1t-7GkhbqkZQxYoyDBn7v6miiQHjbDLRc/view},
year = {2021},
date = {2021-01-01},
booktitle = {XXXIX Congreso de la Sociedad Española de Ingeniería Biomédica CASEIB},
address = {Madrid, España},
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Pérez-Martínez, C; Martín-Yebra, A; Viik, J; Martínez, J P; Pueyo, E; Laguna, P
55th Asilomar Conference on Signals, Systems and Computers, 2021.
@conference{Perez1c_21,
title = {Spatial ECG filtering by Periodic component analysis for improved QT delineation in stress test recordings},
author = {C Pérez-Martínez and A Martín-Yebra and J Viik and J P Martínez and E Pueyo and P Laguna},
url = {https://drive.google.com/file/d/1_vvwMOVyuarfZeXve_XmBfu0WQi1LXNQ/view},
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Pérez-Martínez, C; Pueyo, E; Martínez, J P; Laguna, P
Characterization of impaired repolarization by quantification of the QT delay in response to heart rate changes from stress test recordings Conference
International Society for Computerized Electrocardiology -ISCE-2020, 2021.
@conference{Perez2c_21,
title = {Characterization of impaired repolarization by quantification of the QT delay in response to heart rate changes from stress test recordings},
author = {C Pérez-Martínez and E Pueyo and J P Martínez and P Laguna},
year = {2021},
date = {2021-01-01},
booktitle = {International Society for Computerized Electrocardiology -ISCE-2020},
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Bukhari, H A; Laguna, P; Potse, M; Sánchez, C; Pueyo, E
QRS Slopes for Potassium and Calcium Monitoring in End-Stage Renal Disease Patients Conference
Proceedings of the XLVII International Conference on Computing in Cardiology, Brno, Czech Republic, 2021.
@conference{Bukhari1c_21,
title = {QRS Slopes for Potassium and Calcium Monitoring in End-Stage Renal Disease Patients},
author = {H A Bukhari and P Laguna and M Potse and C Sánchez and E Pueyo},
url = {https://drive.google.com/file/d/1fkTsh2e05Gvw3vG2K7zqGhC5tBMXv4gQ/view},
year = {2021},
date = {2021-01-01},
booktitle = {Proceedings of the XLVII International Conference on Computing in Cardiology},
address = {Brno, Czech Republic},
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Palmieri, F; Gomis, P; Ruiz, J E; Ferreira, D; Pueyo, E; Martínez, J P; Laguna, P; Ramírez, J
Weighted Time Warping T-wave Analysis Robust to Delineation Errors: Clinical Implications Conference
Proceedings of the XLVII International Conference on Computing in Cardiology, Brno, Czech Republic, 2021.
@conference{Palmieri2c_21,
title = {Weighted Time Warping T-wave Analysis Robust to Delineation Errors: Clinical Implications},
author = {F Palmieri and P Gomis and J E Ruiz and D Ferreira and E Pueyo and J P Martínez and P Laguna and J Ramírez},
url = {https://drive.google.com/file/d/1iuVXPPKA_NKHeJCXjKAEF2j1tl89gjYT/view},
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Celotto, C; Sánchez, C; Mountris, K; Laguna, P; Pueyo, E
Proceedings of the XLVII International Conference on Computing in Cardiology, Brno, Czech Republic, 2021.
@conference{Celotto1c_21,
title = {Rotor Termination in Cholinergic Paroxysmal Atrial Fibrillation by Small-Conductance Calcium-Activated K+ Channels Inhibition and Isoproterenol: a Computational Study},
author = {C Celotto and C Sánchez and K Mountris and P Laguna and E Pueyo},
url = {https://drive.google.com/file/d/1Faud-CC8xbiy1tETVU_JaAL_wNVckVu-/view},
year = {2021},
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Cebollada, R; Pérez-Martínez, C; Mountris, K; Martínez, J P; Laguna, P; Pueyo, E
Mechanisms Underlying QT Interval Adaptation Behind Heart Rate During Stress Test Conference
Proceedings of the XLVII International Conference on Computing in Cardiology, Brno, Czech Republic, 2021.
@conference{Cebollada1c_21,
title = {Mechanisms Underlying QT Interval Adaptation Behind Heart Rate During Stress Test},
author = {R Cebollada and C Pérez-Martínez and K Mountris and J P Martínez and P Laguna and E Pueyo},
url = {https://drive.google.com/file/d/1mG6FAOzf4extbQGiNeGekQKGRDIRzeS7/view},
year = {2021},
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Rosales, R M; Mountris, K; Doblaré, M; Mazo, M; Pueyo, E
In silico Electrophysiological Evaluation of Scaffold Geometries for Cardiac Tissue Engineering Conference
Proceedings of the XLVII International Conference on Computing in Cardiology, Brno, Czech Republic, 2021.
@conference{Rosales2c_21,
title = {In silico Electrophysiological Evaluation of Scaffold Geometries for Cardiac Tissue Engineering},
author = {R M Rosales and K Mountris and M Doblaré and M Mazo and E Pueyo},
url = {https://drive.google.com/file/d/1WpJUkUBiNiV6zDARSCS6spPfBxzw6v2-/view},
year = {2021},
date = {2021-01-01},
urldate = {2021-01-01},
booktitle = {Proceedings of the XLVII International Conference on Computing in Cardiology},
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García, D; Kontaxis, S; Hernández-Vicente, A; Hernando, D; Milagro, J; Pueyo, E; Garatachea, N; Bailón, R; Lázaro, J
Ventilatory Thresholds Estimation Based on ECG-derived Respiratory Rate Conference
Proceedings of the XLVII International Conference on Computing in Cardiology, Brno, Czech Republic, 2021.
@conference{Garcia1c_21,
title = {Ventilatory Thresholds Estimation Based on ECG-derived Respiratory Rate},
author = {D García and S Kontaxis and A Hernández-Vicente and D Hernando and J Milagro and E Pueyo and N Garatachea and R Bailón and J Lázaro},
url = {https://drive.google.com/file/d/1wc6PIQvZV7aCUC8kaHUiUbRhJxiLRIm1/view},
year = {2021},
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booktitle = {Proceedings of the XLVII International Conference on Computing in Cardiology},
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Pérez, M; García-Mendívil, L; Mountris, K; Smisdom, N; Vallejo-Gil, J M; Fresneda-Roldán, P C; Fañanás-Mastral, J; Matamala-Adell, M; Vázquez-Sancho, M; Mancebón-Sierra, F Javier; Vaca-Núñez, A Sebastián; Ballester-Cuenca, C; Olivan-Viguera, A; Ordovás, L; Pueyo, E
Proceedings of the XLVII International Conference on Computing in Cardiology, Brno, Czech Republic, 2021.
@conference{MPerez1c_21,
title = {Age-associated changes in fibrosis amount and spatial organization and its effects on human ventricular electrophysiology},
author = {M Pérez and L García-Mendívil and K Mountris and N Smisdom and J M Vallejo-Gil and P C Fresneda-Roldán and J Fañanás-Mastral and M Matamala-Adell and M Vázquez-Sancho and F Javier Mancebón-Sierra and A Sebastián Vaca-Núñez and C Ballester-Cuenca and A Olivan-Viguera and L Ordovás and E Pueyo},
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Caracterización del remodelado cardiaco asociado a la edad en el ventrículo izquierdo humano Conference
Primer congreso anual de estudiantes de doctorado de la Universidad Miguel Hernández. Comunicación oral, 2021.
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Envejecimiento cardiaco humano: transcriptómica y desarrollo de modelos celulares de envejecimiento Conference
X Jornada de Jóvenes Investigadores I3A. Comunicación oral, 2021.
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Celotto, C; Sánchez, C; Mountris, K A; Laguna, P; Pueyo, E
X Jornada de Jóvenes Investigadores I3A. Comunicación oral, 2021.
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Pérez-Martínez, A; Oliván-Viguera, A; Pueyo, E
X Jornada de Jóvenes Investigadores I3A. Comunicación oral, 2021.
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Bukhari, H A; Sánchez, C; Potse, M; Laguna, P; Pueyo, E
X Jornada de Jóvenes Investigadores I3A. Comunicación oral, 2021.
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Pérez-Martínez, C; Pueyo, E; Martínez, J P; Laguna, P
Mejora de la delineación del intervalo QT en señales ECG grabadas durante prueba de esfuerzo Conference
X Jornada de Jóvenes Investigadores I3A. Comunicación oral, 2021.
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