ABOUT ME
Jesús Lázaro received the M.Sc. degree in Telecommunication Engineering, and the Master’s degree in Biomedical Engineering (BME), from the University of Zaragoza (UNIZAR) (Zaragoza, Spain) in 2011 and 2012, respectively. Then, he developed his Ph.D. in the same university, in the field of biomedical signal processing for quantification of cardiovascular and respiratory systems. During his Ph.D, he visited the Worcester Polytechnic Institute (Worcester, MA, USA) for 3 months. He obtained the Ph.D degree with honor mentions “Cum Laude” and “International Doctor” from UNIZAR in July 2015.
His postdoctoral training began at Aragon Institute of Engineering Research (I3A) of UNIZAR (July 2015 – December 2016), where he worked as Junior Postdoctoral Researcher in different applications of the methods that he developed during his Ph.D. Then, he joined the Department of Electrical Engineering of KU Leuven, Leuven, Belgium, where he worked as a Postdoctoral Researcher (January 2017 – October 2017) in biomedical signal processing in different scenarios, including wearable devices. He was granted with a European Union’s H2020 Marie Skłodowska-Curie actions (MSCA) Individual Fellowship – Global Fellowship, for developing a project entitled “Wearable Cardiorespiratory Monitor (WECARMON)” whose objective was to develop a wearable device for monitoring patients with different cardiorespiratory diseases. This project included a 24-months phase at University of Connecticut (UCONN) (Storrs CT, USA) followed by a 12-months phase at UNIZAR. Thus, he joined the Department of BME of UCONN (October 2017 – November 2019), and subsequently he joined the I3A of UNIZAR (November 2019 – December 2020).
Then, he joined the Department of Computer Science and Systems Engineering of UNIZAR as Assistant Professor (Profesor Ayudante Doctor) until April 2024. Since then, he has been an Associate Professor (Profesor Permanente Laboral) at the same Department and Institution. His current research interests include the development of signal processing techniques for diagnosing and/or monitoring cardiorespiratory patients, aiming to a more personalized treatment and an improved prognosis, with its both social and economic advantages.
PUBLICATIONS
2022
Conferences
Javierre, M; Miguel, M Posadas-de; Lázaro, J; Castro, T; García, E; Gil, E; Cámara, C; Aguiló, J; Bailón, R; Kontaxis, S
Quantification of stress and depression level posed by COVID-19 in first-line healthcare workers Conference
European Study Group on Cardiovascular Oscillations (ESGCO), Štrbské Pleso (Slovakia), 2022.
@conference{Javierre_c22,
title = {Quantification of stress and depression level posed by COVID-19 in first-line healthcare workers},
author = {M Javierre and M Posadas-de Miguel and J Lázaro and T Castro and E García and E Gil and C Cámara and J Aguiló and R Bailón and S Kontaxis},
url = {https://drive.google.com/file/d/1ojNXldQ_z5yloluwfhx5uuZXIC_DFTnz/view},
year = {2022},
date = {2022-01-01},
booktitle = {European Study Group on Cardiovascular Oscillations (ESGCO)},
address = {Štrbské Pleso (Slovakia)},
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pubstate = {published},
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Cajal, D; Miguel, M Posadas-de; Cámara, C; Kontaxis, S; Lázaro, J; Bailón, R
Smartphone PPG validation for a depression assessment protocol Conference
IEEE International Conference on e-Health and Bioengineering – EHB 2022 – 10th Edition, Iasi – Romania, 2022.
@conference{Cajal_c22b,
title = {Smartphone PPG validation for a depression assessment protocol},
author = {D Cajal and M Posadas-de Miguel and C Cámara and S Kontaxis and J Lázaro and R Bailón},
url = {https://drive.google.com/file/d/1nUvbLg6C8AdSx6nlXQKjWUvO17L6idZ-/view},
year = {2022},
date = {2022-01-01},
booktitle = {IEEE International Conference on e-Health and Bioengineering - EHB 2022 - 10th Edition},
address = {Iasi - Romania},
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pubstate = {published},
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2021
Journal Articles
Bashar, S K; Hossain, M B; Lázaro, J; Ding, E Y; Noh, Y; Cho, C H; McManus, D D; Fitzgibbons, T P; Chon, K H
Feasibility of atrial fibrillation detection from a novel wearable armband device Journal Article
In: Cardiovascular Digital Health Journal, vol. 2, no. 3, pp. 179-191, 2021.
@article{Bashar21,
title = {Feasibility of atrial fibrillation detection from a novel wearable armband device},
author = {S K Bashar and M B Hossain and J Lázaro and E Y Ding and Y Noh and C H Cho and D D McManus and T P Fitzgibbons and K H Chon},
url = {https://drive.google.com/file/d/1Rzlv4waAKPvBj0lUzTrTcdjfLFSltB6Q/view?usp=sharing},
doi = {10.1016/j.cvdhj.2021.05.004},
year = {2021},
date = {2021-01-01},
journal = {Cardiovascular Digital Health Journal},
volume = {2},
number = {3},
pages = {179-191},
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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 Journal Article
In: Scientific Reports, vol. 11:16014, 2021.
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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},
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Conferences
Kontaxis, S; Lázaro, J; Gil, E; Laguna, P; Bailón, R
The Added Value of Nonlinear Cardiorespiratory Coupling Indices in the Assessment of Depression Conference
43st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021.
@conference{Kontaxis1c_21,
title = {The Added Value of Nonlinear Cardiorespiratory Coupling Indices in the Assessment of Depression},
author = {S Kontaxis and J Lázaro and E Gil and P Laguna and R Bailón},
url = {https://drive.google.com/file/d/1c4el6xV8i5LVwpH66QPfPS9a1fXpp19-/view},
year = {2021},
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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},
date = {2021-01-01},
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2020
Journal Articles
Varon, C; Morales, J; Lázaro, J; Orini, M; Deviaene, M; Kontaxis, S; Testelmans, D; Buyse, B; Borzée, P; Sörnmo, L; Laguna, P; Gil, E; Bailón, R
A Comparative Study of ECG-derived Respiration in Ambulatory Monitoring using the Single-lead ECG Journal Article
In: Scientific reports, vol. 10, no. 5704, pp. 1-14, 2020.
@article{Varon20b,
title = {A Comparative Study of ECG-derived Respiration in Ambulatory Monitoring using the Single-lead ECG},
author = {C Varon and J Morales and J Lázaro and M Orini and M Deviaene and S Kontaxis and D Testelmans and B Buyse and P Borzée and L Sörnmo and P Laguna and E Gil and R Bailón},
url = {https://drive.google.com/file/d/1fNXZ2OX6Zt2Oqo9XwQi4D4DzE2Tr-YyO/view},
doi = {10.1038/s41598-020-62624-5},
year = {2020},
date = {2020-01-01},
journal = {Scientific reports},
volume = {10},
number = {5704},
pages = {1-14},
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Lázaro, J; Reljin, N; Hossain, M-B; Noh, Y; Laguna, P; Chon, K H
Wearable Armband Device for Daily Life Electrocardiogram Monitoring Journal Article
In: IEEE Transactions Biomedical Engineering, 2020.
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title = {Wearable Armband Device for Daily Life Electrocardiogram Monitoring},
author = {J Lázaro and N Reljin and M-B Hossain and Y Noh and P Laguna and K H Chon},
url = {https://drive.google.com/file/d/1CnJkMasvEIfPxiCXL1fje_wc7lHMgpjG/view},
doi = {10.1109/TBME.2020.2987759},
year = {2020},
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Lázaro, J; Reljin, N; Bailón, R; Gil, E; Noh, Y; Laguna, P; Chon, K H
Electrocardiogram Derived Respiratory Rate Using a Wearable Armband Journal Article
In: IEEE Transactions Biomedical Engineering, vol. 68, no. 3, pp. 1056-1065, 2020.
@article{lazaro20b,
title = {Electrocardiogram Derived Respiratory Rate Using a Wearable Armband},
author = {J Lázaro and N Reljin and R Bailón and E Gil and Y Noh and P Laguna and K H Chon},
url = {https://drive.google.com/file/d/1E4tzIkx04pHrWFifIRfENVWt42kNp6wf/view},
doi = {10.1109/TBME.2020.3004730},
year = {2020},
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Reljin, N; Lázaro, J; Hossain, B; Noh, Y S; Cho, C H; Chon, K H
Using the Redundant Convolutional Encoder–Decoder to Denoise QRS Complexes in ECG Signals Recorded with an Armband Wearable Device Journal Article
In: Sensors, vol. 20, no. 4611, 2020.
@article{reljin20,
title = {Using the Redundant Convolutional Encoder–Decoder to Denoise QRS Complexes in ECG Signals Recorded with an Armband Wearable Device},
author = {N Reljin and J Lázaro and B Hossain and Y S Noh and C H Cho and K H Chon},
url = {https://drive.google.com/file/d/1LibAxwRjMy68V59aELhVXJ3r5SH96DfG/view},
doi = {10.3390/s20164611},
year = {2020},
date = {2020-01-01},
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Kontaxis, S; Gil, E; Marozas, V; Lázaro, J; García, E; Miguel, M Posadas-de; Siddi, S; Bernal, M L; Aguiló, J; Haro, J M; Camara, C; Laguna, P; Bailón, R
Photoplethysmographic Waveform Analysis for Autonomic Reactivity Assessment in Depression Journal Article
In: IEEE Transactions Biomedical Engineering, vol. 68, no. 4, pp. 1273-1281, 2020.
@article{Kontaxis20z,
title = {Photoplethysmographic Waveform Analysis for Autonomic Reactivity Assessment in Depression},
author = {S Kontaxis and E Gil and V Marozas and J Lázaro and E García and M Posadas-de Miguel and S Siddi and M L Bernal and J Aguiló and J M Haro and C Camara and P Laguna and R Bailón},
url = {https://drive.google.com/file/d/14ae9hQ0YdwAMxdqgLg12E2anNzWhCQ9u/view},
doi = {10.1109/TBME.2020.3025908},
year = {2020},
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pages = {1273-1281},
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Hossain, M B; Bashar, S K; Lázaro, J; Reljin, N; Noh, Y; Chon, K H
A robust ECG denoising technique using variable frequency complex demodulation Journal Article
In: Computer Methods and Programs in Biomedicine, 2020.
@article{Hossain20,
title = {A robust ECG denoising technique using variable frequency complex demodulation},
author = {M B Hossain and S K Bashar and J Lázaro and N Reljin and Y Noh and K H Chon},
url = {https://drive.google.com/file/d/19iche-fw2ZqImR6mT2OXq1eiw2_eEjYW/view},
doi = {10.1016/j.cmpb.2020.105856},
year = {2020},
date = {2020-01-01},
journal = {Computer Methods and Programs in Biomedicine},
keywords = {},
pubstate = {published},
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Conferences
Lázaro, J; Reljin, N; Bailón, R; Gil, E; Noh, Y; Laguna, P; Chon, K
Electrocardiogram Derived Respiration for Tracking Changes in Tidal Volume from a Wearable Armband Conference
42st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020.
@conference{Lazaroconf2020,
title = {Electrocardiogram Derived Respiration for Tracking Changes in Tidal Volume from a Wearable Armband},
author = {J Lázaro and N Reljin and R Bailón and E Gil and Y Noh and P Laguna and K Chon},
url = {https://drive.google.com/file/d/1j5kV_mT3rdJsZmeXDqW4HJKtVagU-9xg/view},
doi = {10.1109/EMBC44109.2020.9175486},
year = {2020},
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Lázaro, J; Reljin, N; Bailón, R; Gil, E; Noh, Y; Laguna, P; Chon, K
An ECG-based System for Respiratory Rate Estimation Tested on a Wearable Armband During Daily Life Conference
Proceedings of the XLVII International Conference on Computing in Cardiology, Rimini, Italy, 2020.
@conference{conf_lazaro_20,
title = {An ECG-based System for Respiratory Rate Estimation Tested on a Wearable Armband During Daily Life},
author = {J Lázaro and N Reljin and R Bailón and E Gil and Y Noh and P Laguna and K Chon},
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Armañac, P; Hernando, D; Lázaro, J; Haro, C; Magrans, R; Sarlabous, L; López-Aguilar, J; Laguna, P; Gil, E; Blanch, L; Bailón, R
Baroreflex Sensitivity Evolution before Weaning From Mechanical Ventilation Conference
Proceedings of the XLVII International Conference on Computing in Cardiology, Rimini, Italy, 2020.
@conference{conf_armanac_20,
title = {Baroreflex Sensitivity Evolution before Weaning From Mechanical Ventilation},
author = {P Armañac and D Hernando and J Lázaro and C Haro and R Magrans and L Sarlabous and J López-Aguilar and P Laguna and E Gil and L Blanch and R Bailón},
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Cajal, D; Hernando, D; Lázaro, J; Gil, E; Alvis, A; Polcz, M; Hocking, K; Brophy, C; Bailón, R
Proceedings of the XLVII International Conference on Computing in Cardiology, Rimini, Italy, 2020.
@conference{conf_cajal_20,
title = {Parasympathetic Characterization Guided by Respiration from Wrist Peripheral Venous Pressure Waveform},
author = {D Cajal and D Hernando and J Lázaro and E Gil and A Alvis and M Polcz and K Hocking and C Brophy and R Bailón},
url = {https://drive.google.com/file/d/1TRXcFxUskCgT8oVDIBrvagcJVTo_LW7x/view},
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Romero, D; Lázaro, J; Jane, R; Laguna, P; Bailón, R
A Quaternion-based Approach to Estimate Respiratory Rate from the Vectorcardiogram Conference
Proceedings of the XLVII International Conference on Computing in Cardiology, Rimini, Italy, 2020.
@conference{conf_romero_20,
title = {A Quaternion-based Approach to Estimate Respiratory Rate from the Vectorcardiogram},
author = {D Romero and J Lázaro and R Jane and P Laguna and R Bailón},
url = {https://drive.google.com/file/d/1nRh9NbeksK-TaIOsLHmnr97Zb9ZwzZ8h/view},
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Martínez, M; Lázaro, J; Kontaxis, S; Laguna, P; Gil, E; Ruíz, M L Bernal; Siddi, S; Cámara, C.; Aguiló, J; García, E; Haro, J M; Bailón, R
Análisis de la respuesta electrodermal para la identificación de pacientes con depresión Conference
XXXVIII Congreso de la Sociedad Española de Ingeniería Biomédica CASEIB, Valladolid, España, 2020.
@conference{conf_martinez_20,
title = {Análisis de la respuesta electrodermal para la identificación de pacientes con depresión},
author = {M Martínez and J Lázaro and S Kontaxis and P Laguna and E Gil and M L Bernal Ruíz and S Siddi and C. Cámara and J Aguiló and E García and J M Haro and R Bailón},
url = {https://drive.google.com/file/d/1w3gQ5TTFcazhlI31TLb2fSh_HXsgXhj-/view},
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pages = {256- 259},
address = {Valladolid, España},
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2019
Journal Articles
Milagro, J; Hernando, D; Lázaro, J; Casajús, J A; Garatachea, N; Gil, E; Bailón, R
Electrocardiogram-Derived Tidal Volume During Treadmill Stress Test Journal Article
In: IEEE Transactions Biomedical Engineering, vol. 67, no. 1, 2019.
@article{jmilagro2019a,
title = {Electrocardiogram-Derived Tidal Volume During Treadmill Stress Test},
author = {J Milagro and D Hernando and J Lázaro and J A Casajús and N Garatachea and E Gil and R Bailón},
url = {https://drive.google.com/file/d/1TmacahIZnoqJ8GJxJnhobPiI8YBR24MO/view},
doi = {10.1109/TBME.2019.2911351},
year = {2019},
date = {2019-01-01},
journal = {IEEE Transactions Biomedical Engineering},
volume = {67},
number = {1},
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Peralta, E; Lázaro, J; Bailón, R; Marozas, V; Gil, E
Optimal Fiducial Points for Pulse Rate Variability Analysis from Forehead and Finger PPG Signals Journal Article
In: Physiological Measurement, 2019.
@article{Peralta2019,
title = {Optimal Fiducial Points for Pulse Rate Variability Analysis from Forehead and Finger PPG Signals},
author = {E Peralta and J Lázaro and R Bailón and V Marozas and E Gil},
url = {https://drive.google.com/file/d/1JAn2oWhRiwZg_ZcjiZF4SBB6uXwRrKZS/view},
doi = {10.1088/1361-6579/ab009b},
year = {2019},
date = {2019-01-01},
journal = {Physiological Measurement},
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Varon, C; Lázaro, J; Bolea, J; Hernando, A; Aguiló, J; Gil, E; Huffel, Van S; Bailón, R
Unconstrained Estimation of HRV Indices after Removing Respiratory Influences from Heart Rate Journal Article
In: IEEE Journal of Biomedical and Health Informatics, 2019.
@article{Varon2019,
title = {Unconstrained Estimation of HRV Indices after Removing Respiratory Influences from Heart Rate},
author = {C Varon and J Lázaro and J Bolea and A Hernando and J Aguiló and E Gil and Van S Huffel and R Bailón},
url = {https://drive.google.com/file/d/1TSwed22WRY4D5KkecWbXMoU2r_k8fNje/view},
doi = {10.1109/JBHI.2018.2884644},
year = {2019},
date = {2019-01-01},
journal = {IEEE Journal of Biomedical and Health Informatics},
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Arza, A; Garzón-Rey, J M; Lázaro, J; Gil, E; Lopez-Anton, R; Camara, C; Laguna, P; Bailón, R; Aguiló, J
Measuring acute stress response through physiological signals: Towards a quantitative assessment of stress Journal Article
In: Medical & Biological Engineering & Computing, vol. 57, pp. 271–287, 2019.
@article{Arza2019,
title = {Measuring acute stress response through physiological signals: Towards a quantitative assessment of stress},
author = {A Arza and J M Garzón-Rey and J Lázaro and E Gil and R Lopez-Anton and C Camara and P Laguna and R Bailón and J Aguiló},
url = {https://drive.google.com/file/d/1hX_JZOHyxL_vOq2jmw5fJLy0s30uWieS/view},
doi = {10.1007/s11517-018-1879-z},
year = {2019},
date = {2019-01-01},
journal = {Medical & Biological Engineering & Computing},
volume = {57},
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Hernando, A; Peláez-Coca, M; Lozano, M T; Aiger, M; Izquierdo, D; Sánchez, A; López-Jurado, M I; Moura, I; Fidalgo, J; Lázaro, J; Gil, E
Autonomic nervous system measurement in hyperbaric environments using ECG and PPG signals Journal Article
In: IEEE Journal of Biomedical and Health Informatics, vol. 23, no. 1, pp. 132-142, 2019.
@article{HernandoA2019,
title = {Autonomic nervous system measurement in hyperbaric environments using ECG and PPG signals},
author = {A Hernando and M Peláez-Coca and M T Lozano and M Aiger and D Izquierdo and A Sánchez and M I López-Jurado and I Moura and J Fidalgo and J Lázaro and E Gil},
url = {https://drive.google.com/file/d/1XEY5AaI6hvGE0x11bT70D3zq9NL_HhOm/view},
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Kontaxis, S; Lázaro, J; Gil, E; Laguna, P; Bailón, R
Assessment of Quadratic Nonlinear Cardiorespiratory Couplings During Tilt Table Test by Means of Real Wavelet Biphase Journal Article
In: IEEE Transactions Biomedical Engineering, vol. 66, no. 1, 2019.
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title = {Assessment of Quadratic Nonlinear Cardiorespiratory Couplings During Tilt Table Test by Means of Real Wavelet Biphase},
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url = {https://drive.google.com/file/d/1-H4QIUYb1_0fPyOma3XSUeDODeg7M26Y/view},
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Lázaro, J; Gil, E; Orini, M; Laguna, P; Bailón, R
Baroreflex Sensitivity Measured by Pulse Photoplethysmography Journal Article
In: Frontiers in Neuroscience, vol. 13:339, pp. 1-13, 2019.
@article{Lazaro2019,
title = {Baroreflex Sensitivity Measured by Pulse Photoplethysmography},
author = {J Lázaro and E Gil and M Orini and P Laguna and R Bailón},
url = {https://drive.google.com/file/d/1aoOZN_clRk3HRhrwXGJO8u8DcMRIYryR/view},
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Milagro, J; Deviaene, M; Gil, E; Lázaro, J; Buyse, B; Testelmans, D; Borzee, P; Willems, R; Huffel, Van S; Bailón, R; Varon, C
Autonomic Dysfunction Increases Cardiovascular Risk in the Presence of Sleep Apnea Journal Article
In: Front. Physiol, vol. 10, no. 620, pp. 1-11, 2019.
@article{jmilagro2019b,
title = {Autonomic Dysfunction Increases Cardiovascular Risk in the Presence of Sleep Apnea},
author = {J Milagro and M Deviaene and E Gil and J Lázaro and B Buyse and D Testelmans and P Borzee and R Willems and Van S Huffel and R Bailón and C Varon},
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Iozzia, L; Lázaro, J; Cerina, L; Silvestri, D; Mainardi, L; Laguna, P; Gil, E
Monitoring breathing rate by fusing the physiological impact of respiration on video-photoplethysmogram with head movements Journal Article
In: Physiological Measurement, 2019.
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title = {Monitoring breathing rate by fusing the physiological impact of respiration on video-photoplethysmogram with head movements},
author = {L Iozzia and J Lázaro and L Cerina and D Silvestri and L Mainardi and P Laguna and E Gil},
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Hernando, A; Peláez-Coca, M; Lozano, M T; Lázaro, J; Gil, E
Finger and forehead PPG signal comparison for respiratory rate estimation Journal Article
In: Physiological Measurement, 2019.
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title = {Finger and forehead PPG signal comparison for respiratory rate estimation},
author = {A Hernando and M Peláez-Coca and M T Lozano and J Lázaro and E Gil},
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Conferences
Armañac, P; Kontaxis, S; Lázaro, J; Laguna, P; Bailón, R; Gil, E
Proceedings of the XLVI International Conference on Computing in Cardiology, Singapore, 2019.
@conference{Armanac_conf2019,
title = {Cardiovascular Changes Induced by Acute Emotional Stress Estimated from the Pulse Transit Time Difference},
author = {P Armañac and S Kontaxis and J Lázaro and P Laguna and R Bailón and E Gil},
url = {https://drive.google.com/file/d/1q9eWzGMg3z__bpps0lLZd_CGJl1GDMEU/view},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the XLVI International Conference on Computing in Cardiology},
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Lázaro, J; Reljin, N; Noh, Y; Laguna, P; Chon, K
Heart Rate Variability Monitoring Using a Wearable Armband Conference
Proceedings of the XLVI International Conference on Computing in Cardiology, Singapore, 2019.
@conference{Lazaro_conf2019,
title = {Heart Rate Variability Monitoring Using a Wearable Armband},
author = {J Lázaro and N Reljin and Y Noh and P Laguna and K Chon},
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