Faculty Member
Call: +34 976 76 1931
Email: laguna@unizar.es
Address: María de Luna 1, Edificio Ada Byron, Despacho 3.16 50018 Zaragoza (Spain)
ABOUT ME
Pablo Laguna is Full Professor of Signal Processing and Communications in the Department of Electrical Engineering at the Engineering School, where he has being vice-dean for international relation (1999-2002), and a researcher at the Aragón Institute for Engineering Research (I3A), both at University of Zaragoza, Spain, where he has being responsible of the Biomedical Engineering division of the I3A (2000-2011) and of the master in Biomedical Engineering (2003- 2010). He is also member, and has served as scientific director (2011-2015), of the Spanish Center for Biomedical Engineering, Biomaterial and Nano-medicine Research CIBER-BBN.
His professional research interests are in Signal Processing, in particular applied to Biomedical applications. He has co-authored more than 150 research papers on this topic, over 300 international conference papers, and has advise 15 Ph.D Thesis. He has lead a broad number of projects on biomedical signal interpretation specially in the cardiovascular domain, most of them with international collaborations at clinical and engineering sites. He is having some international scientific responsibilities, as serving as past-president of the board of directors of Computing in Cardiology conference, editor of the digital signal processing journal (Eurasip), and of the Medical and Biological Engineering and Computing (springer), organizer of different scientific conferences, etc. He is also responsible of the Ph.D. program in Biomedical Engineering at Zaragoza University. He is Fellow of the IEEE. He is, together with L. Sörnmo, the author of Bioelectrical Signal Processing in Cardiac and Neurological Applications, book (Elsevier, 2005).
PUBLICATIONS
2022
Artículos de revista
Bukhari, H A; Sánchez, C; Ruiz, J E; Potse, M; Laguna, P; Pueyo, E
Monitoring of Serum Potassium and Calcium Levels in End-stage Renal Disease Patients by ECG Depolarization Morphology Analysis Artículo de revista
En: Sensors, vol. 22, no 2951, 2022.
@article{Bukhari22b,
title = {Monitoring of Serum Potassium and Calcium Levels in End-stage Renal Disease Patients by ECG Depolarization Morphology Analysis},
author = {H A Bukhari and C Sánchez and J E Ruiz and M Potse and P Laguna and E Pueyo},
url = {https://drive.google.com/file/d/10MkLZWvuwNRzAQhoUNQztxexWxjOUW-f/view},
doi = {10.3390/s22082951},
year = {2022},
date = {2022-01-01},
journal = {Sensors},
volume = {22},
number = {2951},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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 Artículo de revista
En: IEEE Journal ofBiomedical and Hwealth Informatics, 2022.
@article{Rivolta22,
title = {Spatial Correlation Between Myocyte's Repolarization Times and their Alternans Drives T-Wave Alternans on the ECG},
author = {M Rivolta and J P Martínez and R Sassi and P Laguna},
url = {https://drive.google.com/file/d/1p6xIKBos0ZSeJQQ3AeBO4YMK7WA3NJv0/view},
doi = {10.1109/JBHI.2022.3195060},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
journal = {IEEE Journal ofBiomedical and Hwealth Informatics},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Cajal, D; Hernando, D; Lázaro, J; Laguna, P; Gil, E; Bailón, R
Effects of Missing Data on Heart Rate Variability Metrics Artículo de revista
En: Sensors, vol. 22, no 5774, 2022.
@article{Cajal22,
title = {Effects of Missing Data on Heart Rate Variability Metrics},
author = {D Cajal and D Hernando and J Lázaro and P Laguna and E Gil and R Bailón},
url = {https://drive.google.com/file/d/1AagZaYFIkai_saxcQmRYNMP53-H5dg-H/view},
doi = {10.3390/s22155774},
year = {2022},
date = {2022-01-01},
journal = {Sensors},
volume = {22},
number = {5774},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Santos-Rodrigues, A; Augustauskas, R; Lukoševičius, M; Laguna, P; Marozas, V
Deep-Learning-Based Estimation of the Spatial QRS-T Angle From Reduced-lead ECGs Artículo de revista
En: Sensors, vol. 22, no 5414, 2022.
@article{Santos22,
title = {Deep-Learning-Based Estimation of the Spatial QRS-T Angle From Reduced-lead ECGs},
author = {A Santos-Rodrigues and R Augustauskas and M Lukoševičius and P Laguna and V Marozas},
url = {https://drive.google.com/file/d/1qd7TbawH2tJ2l2V0buiP-vW169yadLXj/view},
doi = {10.3390/s22145414},
year = {2022},
date = {2022-01-01},
journal = {Sensors},
volume = {22},
number = {5414},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Armañac, P; Kontaxis, S; Rapalis, A; Marozas, V; Laguna, P; Bailón, R; Gil, E; Lázaro, J
Reliability of Pulse Photoplethysmography Sensors: Coverage Using Different Setups and Body Locations Artículo de revista
En: Frontiers in Electronics, 2022.
@article{Armanac22b,
title = {Reliability of Pulse Photoplethysmography Sensors: Coverage Using Different Setups and Body Locations},
author = {P Armañac and S Kontaxis and A Rapalis and V Marozas and P Laguna and R Bailón and E Gil and J Lázaro},
year = {2022},
date = {2022-01-01},
journal = {Frontiers in Electronics},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Riccio, J; Alcaine, A; Rocher, S; Martínez-Mateu, L; Saiz, J; Invers-Rubio, E; Guillem, M S; Martínez, J P; Laguna, P
Atrial Fibrosis Identification with Unipolar Electrogram Eigenvalue Distribution Analysis in Multi-Electrode Arrays Artículo de revista
En: Medical & Biological Engineering & Computing, 2022.
@article{Riccio22,
title = {Atrial Fibrosis Identification with Unipolar Electrogram Eigenvalue Distribution Analysis in Multi-Electrode Arrays},
author = {J Riccio and A Alcaine and S Rocher and L Martínez-Mateu and J Saiz and E Invers-Rubio and M S Guillem and J P Martínez and P Laguna},
url = {https://drive.google.com/file/d/1dD7SAcX7lZL18S9fRua30hxWD-TeGVDe/view},
doi = {10.1007/s11517-022-02648-3},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
journal = {Medical & Biological Engineering & Computing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Conferencias
Armañac-Julián, P; Martín-Montero, A; Lázaro, J; Kontaxis, S; Álvarez, D; Gozal, D; Hornero, R; Laguna, P; Gutiérrez-Tobal, G; Bailón, R; Gil, E
Changes in HRV metrics during sleep apnea episodes in children Conferencia
European Study Group on Cardiovascular Oscillations (ESGCO), Štrbské Pleso (Slovakia), 2022.
@conference{Armanac_c22a,
title = {Changes in HRV metrics during sleep apnea episodes in children},
author = {P Armañac-Julián and A Martín-Montero and J Lázaro and S Kontaxis and D Álvarez and D Gozal and R Hornero and P Laguna and G Gutiérrez-Tobal and R Bailón and E Gil},
url = {https://drive.google.com/file/d/1CKL5XDK_PHHcPR1ytUsVmPeNOsDMsB95/view},
year = {2022},
date = {2022-01-01},
booktitle = {European Study Group on Cardiovascular Oscillations (ESGCO)},
address = {Štrbské Pleso (Slovakia)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Cajal, D; Gil, E; Laguna, P; Varon, C; Testelmans, D; Buyse, B; Jensen, C; Hoare, R; Bailón, R; Lázaro, J
Sleep apnea severity stratification by an FFT-based PPG-derived index Conferencia
European Study Group on Cardiovascular Oscillations (ESGCO), Štrbské Pleso (Slovakia), 2022.
@conference{Cajal_c22a,
title = {Sleep apnea severity stratification by an FFT-based PPG-derived index},
author = {D Cajal and E Gil and P Laguna and C Varon and D Testelmans and B Buyse and C Jensen and R Hoare and R Bailón and J Lázaro},
url = {https://drive.google.com/file/d/1qyEWDIDeKnFl1Fs0fdQk7n37dNRNm0UC/view},
year = {2022},
date = {2022-01-01},
booktitle = {European Study Group on Cardiovascular Oscillations (ESGCO)},
address = {Štrbské Pleso (Slovakia)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Celotto, C; Sánchez, C; Abdollahpur, M; Sandberg, F; Rodriguez-Matas, J F; Laguna, P; Pueyo, E
Effects of Acetylcholine Release Spatial Distribution on the Frequency of Atrial Reentrant Circuits: a Computational Study Conferencia
Proceedings of the XLVIII International Conference on Computing in Cardiology, Tampere, Finland, 2022.
@conference{Celotto_c22a,
title = {Effects of Acetylcholine Release Spatial Distribution on the Frequency of Atrial Reentrant Circuits: a Computational Study},
author = {C Celotto and C Sánchez and M Abdollahpur and F Sandberg and J F Rodriguez-Matas and P Laguna and E Pueyo},
year = {2022},
date = {2022-01-01},
booktitle = {Proceedings of the XLVIII International Conference on Computing in Cardiology},
address = {Tampere, Finland},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Moreno, C; Martín-Yebra, A; Savelev, A; Platonov, P; Laguna, P; Martínez, J P
Analysis of P-wave Changes for Prediction of Atrial Fibrillation Episodes Conferencia
Proceedings of the XLVIII International Conference on Computing in Cardiology, Tampere, Finland, 2022.
@conference{Moreno_c22a,
title = {Analysis of P-wave Changes for Prediction of Atrial Fibrillation Episodes},
author = {C Moreno and A Martín-Yebra and A Savelev and P Platonov and P Laguna and J P Martínez},
year = {2022},
date = {2022-01-01},
booktitle = {Proceedings of the XLVIII International Conference on Computing in Cardiology},
address = {Tampere, Finland},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Gómez-Fonseca, N; Ramírez, J; Laguna, P; Martínez, J P
Time-warping based end-of-T-wave shape marker reflects repolarization changes during ischemia Conferencia
Proceedings of the XLVIII International Conference on Computing in Cardiology, Tampere, Finland, 2022.
@conference{Gomez_c22a,
title = {Time-warping based end-of-T-wave shape marker reflects repolarization changes during ischemia},
author = {N Gómez-Fonseca and J Ramírez and P Laguna and J P Martínez},
year = {2022},
date = {2022-01-01},
booktitle = {Proceedings of the XLVIII International Conference on Computing in Cardiology},
address = {Tampere, Finland},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Bukhari, H A; Sánchez, C; Laguna, P; Potse, M; Pueyo, E
Inter-individual differences in cell composition across the ventricular wall may explain variability in ECG response to serum potassium and calcium variations Conferencia
Proceedings of the XLVIII International Conference on Computing in Cardiology, Tampere, Finland, 2022.
@conference{Bukhari_c22a,
title = {Inter-individual differences in cell composition across the ventricular wall may explain variability in ECG response to serum potassium and calcium variations},
author = {H A Bukhari and C Sánchez and P Laguna and M Potse and E Pueyo},
year = {2022},
date = {2022-01-01},
booktitle = {Proceedings of the XLVIII International Conference on Computing in Cardiology},
address = {Tampere, Finland},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
2021
Artículos de revista
Palmieri, F; Gomis, P; Ruiz, J E; Ferreira, D; Martín-Yebra, A; Pueyo, E; Martínez, J P; Ramírez, J; Laguna, P
Nonlinear T-wave Time Warping-based Sensing Model for Non-invasive Personalized Blood Potassium Monitoring in Hemodialysis Patients Artículo de revista
En: Sensors, vol. 21, no 2710, 2021.
@article{Palmieri21c,
title = {Nonlinear T-wave Time Warping-based Sensing Model for Non-invasive Personalized Blood Potassium Monitoring in Hemodialysis Patients},
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/1VL4Kb7ROV6_UE9lwdchpae3QMAnonm6Q/view},
doi = {10.3390/s21082710},
year = {2021},
date = {2021-01-01},
journal = {Sensors},
volume = {21},
number = {2710},
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 Artículo de revista
En: 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}
}
Böck, C; Kovács, P; Laguna, P; Meier, J; Huemer, M
ECG Beat Representation and Delineation by means of Variable Projection Artículo de revista
En: IEEE Trans Biomed Eng., vol. 68, no 10, pp. 2997-3008, 2021.
@article{Bock21,
title = {ECG Beat Representation and Delineation by means of Variable Projection},
author = {C Böck and P Kovács and P Laguna and J Meier and M Huemer},
url = {https://drive.google.com/file/d/1vqFoS9vQvK6r1BZfnrQ3Cgm1VZI79kpG/view},
doi = {10.1109/TBME.2021.3058781},
year = {2021},
date = {2021-01-01},
journal = {IEEE Trans Biomed Eng.},
volume = {68},
number = {10},
pages = {2997-3008},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Luongo, G; Azzolin, L; Schuler, S; Rivolta, M; Almeida, T; Martínez, J P; Soriano, D; Luik, A; Jadidi, A; Dössel, O; Sassi, R; Laguna, P; Loewe, A
Machine learning enables non-invasive prediction of atrial fibrillation driver location and acute pulmonary vein ablation success using the 12-lead ECG Artículo de revista
En: Cardiovascular Digital Health Journal, vol. 2, no 2, pp. 126-136, 2021.
@article{Luongo21,
title = {Machine learning enables non-invasive prediction of atrial fibrillation driver location and acute pulmonary vein ablation success using the 12-lead ECG},
author = {G Luongo and L Azzolin and S Schuler and M Rivolta and T Almeida and J P Martínez and D Soriano and A Luik and A Jadidi and O Dössel and R Sassi and P Laguna and A Loewe},
url = {https://drive.google.com/file/d/1ymobj0Pv4UFNT3waLkugEjXkPQhVlp1q/view},
doi = {10.1016/j.cvdhj.2021.03.002},
year = {2021},
date = {2021-01-01},
journal = {Cardiovascular Digital Health Journal},
volume = {2},
number = {2},
pages = {126-136},
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 Artículo de revista
En: 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}
}
Milagro, J; Soto-Retes, L; Giner, J; Varon, C; Laguna, P; Bailón, R; Plaza, V; Gil, E
Asthmatic Subjects Stratification Using Autonomic Nervous System Information Artículo de revista
En: Biomedical Signal Processing and Control, vol. 69, no 102802, pp. 1-8, 2021.
@article{Milagro21b,
title = {Asthmatic Subjects Stratification Using Autonomic Nervous System Information},
author = {J Milagro and L Soto-Retes and J Giner and C Varon and P Laguna and R Bailón and V Plaza and E Gil},
url = {https://drive.google.com/file/d/1COUbItTwrUs1VRnnwLn5D090illSSqM0/view},
doi = {10.1016/j.bspc.2021.102802},
year = {2021},
date = {2021-01-01},
journal = {Biomedical Signal Processing and Control},
volume = {69},
number = {102802},
pages = {1-8},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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 Artículo de revista
En: 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},
keywords = {},
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Armañac, P; Hernando, D; Lázaro, J; Haro, C; Magrans, R; Morales, J; Moeyersons, J; Sarlabous, L; López-Aguilar, J; Subira, C; Fernandez, R; Orini, M; Laguna, P; Varon, C; Gil, E; Bailón, R; Blanch, L
Cardiopulmonary Coupling Indices to Assess Weaning Readiness from Mechanical Ventilation Artículo de revista
En: Scientific Reports, vol. 11:16014, 2021.
@article{Armanac21,
title = {Cardiopulmonary Coupling Indices to Assess Weaning Readiness from Mechanical Ventilation},
author = {P Armañac and D Hernando and J Lázaro and C Haro and R Magrans and J Morales and J Moeyersons and L Sarlabous and J López-Aguilar and C Subira and R Fernandez and M Orini and P Laguna and C Varon and E Gil and R Bailón and L Blanch},
url = {https://drive.google.com/file/d/1WY99Ew2a0_5gqcsiXtW2WQTfi1TZmx04/view},
doi = {10.1038/s41598-021-95282-2},
year = {2021},
date = {2021-01-01},
urldate = {2021-01-01},
journal = {Scientific Reports},
volume = {11:16014},
keywords = {},
pubstate = {published},
tppubtype = {article}
}