Faculty Member
Call: +34 976 762965
Email: jlazarop@unizar.es
Address: Campus Río Ebro, Edificio I+D, Lab 6.1.04, C/ Mariano Esquillor, s/n – 50018 Zaragoza (Spain)
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
2019
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},
address = {Singapore},
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pubstate = {published},
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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},
url = {https://drive.google.com/file/d/18eQ2ml0Fpdgygl566PL94AEaXIxvCpZb/view},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the XLVI International Conference on Computing in Cardiology},
address = {Singapore},
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pubstate = {published},
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Kontaxis, S; Bailón, R; Rapalis, A; Brazaitis, M; Cernych, M; Lázaro, J; Laguna, P; Gil, E; Marozas, V
Autonomic Nervous System Response to Heat Stress Exposure by Means of Heart Rate Variability Conference
Proceedings of the XLVI International Conference on Computing in Cardiology, Singapore, 2019.
@conference{Kontaxis_conf2019,
title = {Autonomic Nervous System Response to Heat Stress Exposure by Means of Heart Rate Variability},
author = {S Kontaxis and R Bailón and A Rapalis and M Brazaitis and M Cernych and J Lázaro and P Laguna and E Gil and V Marozas},
url = {https://drive.google.com/file/d/1EgoAztDT9JJXNNr_yTZXh96J5aHKRTL3/view},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the XLVI International Conference on Computing in Cardiology},
address = {Singapore},
keywords = {},
pubstate = {published},
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Rinkevicius, M; Kontaxis, S; Gil, E; Bailón, R; Lázaro, J; Laguna, P; Marozas, V
Photoplethysmogram Signal Morphology-Based Stress Assessment Conference
Proceedings of the XLVI International Conference on Computing in Cardiology, Singapore, 2019.
@conference{Rinkevicius_conf2019,
title = {Photoplethysmogram Signal Morphology-Based Stress Assessment},
author = {M Rinkevicius and S Kontaxis and E Gil and R Bailón and J Lázaro and P Laguna and V Marozas},
url = {https://drive.google.com/file/d/1qa2dmjMnP_ewynJlojhpCZb_rPuNm8bJ/view},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the XLVI International Conference on Computing in Cardiology},
address = {Singapore},
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Lázaro, J; Reljin, N; Noh, Y; Laguna, P; Chon, K H
Feasibility of Long-Term Daily Life Electrocardiogram Monitoring Based on a Wearable Armband Device Conference
41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019.
@conference{Lazaro_conf2019b,
title = {Feasibility of Long-Term Daily Life Electrocardiogram Monitoring Based on a Wearable Armband Device},
author = {J Lázaro and N Reljin and Y Noh and P Laguna and K H Chon},
url = {https://drive.google.com/file/d/1hQqWeFSw2vK4bdnzyQJ7QdsoS9BGH8cy/view},
year = {2019},
date = {2019-01-01},
booktitle = {41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
address = {Berlin, Germany},
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Hernando, D; Nardelli, M; Hocking, K; Lázaro, J; Alvis, B; Gil, E; Scilingo, E P; Brophy, D R; Valenza, G; Laguna, P; Brophy, C; Bailón, R
Effect of yoga on pulse rate variability measured from a venous pressure waveform Conference
41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019.
@conference{Hernando_conf2019,
title = {Effect of yoga on pulse rate variability measured from a venous pressure waveform},
author = {D Hernando and M Nardelli and K Hocking and J Lázaro and B Alvis and E Gil and E P Scilingo and D R Brophy and G Valenza and P Laguna and C Brophy and R Bailón},
url = {https://drive.google.com/file/d/187plFruLH1d2z5BeQ66J1aZKblKhwUv0/view},
year = {2019},
date = {2019-01-01},
booktitle = {41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
address = {Berlin, Germany},
keywords = {},
pubstate = {published},
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Han, D; Lázaro, J; Ding, E; Whitcomb, C; McManus, D; Chon, K
Smartwatch PPG Peak Detection Method for Sinus Rhythm and Cardiac Arrhythmia Conference
41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Berlin, Germany, 2019.
@conference{Han_conf2019,
title = {Smartwatch PPG Peak Detection Method for Sinus Rhythm and Cardiac Arrhythmia},
author = {D Han and J Lázaro and E Ding and C Whitcomb and D McManus and K Chon},
url = {https://drive.google.com/file/d/1OiPOXCYu3VVeGgUH8Kp0FDjYYl0Q7ZkX/view},
year = {2019},
date = {2019-01-01},
booktitle = {41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)},
address = {Berlin, Germany},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
2018
Journal Articles
Milagro, J; Gil, E; Lázaro, J; Seppä, V -P; Malmberg, L P; Pelkonen, A S; Kotaniemi-Syrjänen, A; Mäkelä, M J; Viik, J; Bailón, R
Nocturnal Heart Rate Variability Spectrum Characterization in Preschool Children with Asthmatic Symptoms Journal Article
In: IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 5, pp. 1332-1340, 2018.
@article{Milagro2018,
title = {Nocturnal Heart Rate Variability Spectrum Characterization in Preschool Children with Asthmatic Symptoms},
author = {J Milagro and E Gil and J Lázaro and V -P Seppä and L P Malmberg and A S Pelkonen and A Kotaniemi-Syrjänen and M J Mäkelä and J Viik and R Bailón},
url = {https://drive.google.com/file/d/1UOrFZr_9OLAiLw38DsJZTG9EkAj1KQX0/view},
doi = {10.1109/JBHI.2017.2775059},
year = {2018},
date = {2018-01-01},
journal = {IEEE Journal of Biomedical and Health Informatics},
volume = {22},
number = {5},
pages = {1332-1340},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Conferences
Hernando, D; McCallister, R; Lázaro, J; Hocking, K; Gil, E; Laguna, P; Brophy, C; Bailón, R
Validity of Venous Waveform Signal for Heart Rate Variability Monitoring Conference
Proceedings of the XLV International Conference on Computing in Cardiology, 2018.
@conference{Hernando_conf2018,
title = {Validity of Venous Waveform Signal for Heart Rate Variability Monitoring},
author = {D Hernando and R McCallister and J Lázaro and K Hocking and E Gil and P Laguna and C Brophy and R Bailón},
url = {https://drive.google.com/file/d/1uayh-41wwnQSwMMxiLgpALChYwd6I47R/view},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the XLV International Conference on Computing in Cardiology},
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Lázaro, J; Bailón, R; Gil, E; Noh, Y; Laguna, P; Chon, K
Pilot Study on Electrocardiogram Derived Respiratory Rate Using a Wearable Armband Conference
Proceedings of the XLV International Conference on Computing in Cardiology, 2018.
@conference{Lazaro_conf2018,
title = {Pilot Study on Electrocardiogram Derived Respiratory Rate Using a Wearable Armband},
author = {J Lázaro and R Bailón and E Gil and Y Noh and P Laguna and K Chon},
url = {https://drive.google.com/file/d/16KJbguTVG5ml2unaqiEcx5udwsWZ-M85/view},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the XLV International Conference on Computing in Cardiology},
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Milagro, J; Hernando, D; Lázaro, J; Casajús, J A; Garatachea, N; Gil, E; Bailón, R
On Deriving Tidal Volume From Electrocardiogram During Maximal Effort Test Conference
Proceedings of the XLV International Conference on Computing in Cardiology, 2018.
@conference{Milagro_conf2018,
title = {On Deriving Tidal Volume From Electrocardiogram During Maximal Effort 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/1OeWnM4nrLtojjXdkfUJUrxFW85BiHF6m/view},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the XLV International Conference on Computing in Cardiology},
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Deviaene, M; Lázaro, J; Huysmans, D; Testelmans, D; Buyse, B; Huffel, Van S; Varon, C
Sleep Apnea Detection Using Pulse Photoplethysmography Conference
Proceedings of the XLV International Conference on Computing in Cardiology, 2018.
@conference{Deviaene_conf2018,
title = {Sleep Apnea Detection Using Pulse Photoplethysmography},
author = {M Deviaene and J Lázaro and D Huysmans and D Testelmans and B Buyse and Van S Huffel and C Varon},
url = {https://drive.google.com/file/d/1W4l3pcrqur5TmqJ71elOUmJWOVvIUGQO/view},
year = {2018},
date = {2018-01-01},
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Lázaro, J; Kontaxis, S; Bailón, R; Laguna, P; Gil, E
Respiratory Rate Derived from Pulse Photoplethysmographic Signal by Pulse Decomposition Analysis Conference
40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018.
@conference{Lazaro_conf2018b,
title = {Respiratory Rate Derived from Pulse Photoplethysmographic Signal by Pulse Decomposition Analysis},
author = {J Lázaro and S Kontaxis and R Bailón and P Laguna and E Gil},
url = {https://drive.google.com/file/d/1WVgBUd5CfY6Hl2UoY8IpyUZBExNCFypi/view},
year = {2018},
date = {2018-01-01},
booktitle = {40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
pages = {5282-5285},
keywords = {},
pubstate = {published},
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Armañac, P; Kontaxis, S; Lázaro, J; Laguna, P; Bailón, R; Gil, E
XXXVI Congreso Anual de la Sociedad Española de Ingenieríıa Biomédica, Ciudad Real, España, 2018.
@conference{Armanac_conf2018,
title = {Cambios en la Diferencia del Tiempo de Tránsito del Pulso Sanguíneo en Estados de Estrés Emocional Agudo},
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/1R750lUtCghaU6MlN6fAlmZUzCfX3Yymd/view},
year = {2018},
date = {2018-01-01},
booktitle = {XXXVI Congreso Anual de la Sociedad Española de Ingenieríıa Biomédica},
pages = {125-128},
address = {Ciudad Real, España},
keywords = {},
pubstate = {published},
tppubtype = {conference}
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Patents
Aguiló, J; Garzón, J M; Arza, A; Tsapikouni, T; Garcia, E; Kontaxis, S; Laguna, P; Bailón, R; Lázaro, J
Methods and systems for measuring a stress indicator, and for determining a level of stress in an individual Patent
P4175EP00, 2018.
@patent{Aguilo_Patent2018,
title = {Methods and systems for measuring a stress indicator, and for determining a level of stress in an individual},
author = {J Aguiló and J M Garzón and A Arza and T Tsapikouni and E Garcia and S Kontaxis and P Laguna and R Bailón and J Lázaro},
year = {2018},
date = {2018-01-01},
number = {P4175EP00},
keywords = {},
pubstate = {published},
tppubtype = {patent}
}
2017
Journal Articles
Bolea, J; Lázaro, J; Gil, E; Rovira, E; Remartínez, J M; Laguna, P; Pueyo, E; Navarro, A; Bailón, R
Pulse rate and transit time analysis to predict hypotension events after spinal anesthesia during programmed cesarean labor Journal Article
In: Annals Biomedical Enginnering, vol. 45, no. 9, pp. 2253–2263, 2017.
@article{Bolea2017,
title = {Pulse rate and transit time analysis to predict hypotension events after spinal anesthesia during programmed cesarean labor},
author = {J Bolea and J Lázaro and E Gil and E Rovira and J M Remartínez and P Laguna and E Pueyo and A Navarro and R Bailón},
url = {https://drive.google.com/file/d/13hFsUpy7sD6U-yGaE7Yw8tPxlxBsE58I/view},
doi = {10.1007/s10439-017-1864-y},
year = {2017},
date = {2017-01-01},
journal = {Annals Biomedical Enginnering},
volume = {45},
number = {9},
pages = {2253–2263},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Lenis, G; Kircher, M; Lázaro, J; Bailón, R; Gil, E; Doessel, O
Separating the effect of respiration on the heart rate variability using Granger’s causality and linear filtering Journal Article
In: Biomedical Signal Processing and Control, vol. 31, pp. 272-287, 2017.
@article{Lenis2017,
title = {Separating the effect of respiration on the heart rate variability using Granger’s causality and linear filtering},
author = {G Lenis and M Kircher and J Lázaro and R Bailón and E Gil and O Doessel},
url = {https://drive.google.com/file/d/12bXyST1IBjQjwxZlzQWK7s0EWBnphIWg/view},
doi = {doi.org/10.1016/j.bspc.2016.07.014},
year = {2017},
date = {2017-01-01},
journal = {Biomedical Signal Processing and Control},
volume = {31},
pages = {272-287},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Conferences
Hernando, D; Kähönen, M; Lázaro, J; Lehtinen, R; Nieminen, T; Nikus, K; Lehtimäki, T; Bailón, R; Viik, J
Proceedings of the EMBEC 2017, NBC 2017, 2017.
@conference{Hernando_conf2017,
title = {Coronary artery disease diagnosis by means of heart rate variability analysis using respiratory information},
author = {D Hernando and M Kähönen and J Lázaro and R Lehtinen and T Nieminen and K Nikus and T Lehtimäki and R Bailón and J Viik},
url = {https://drive.google.com/file/d/1EIgOLB_XOptqTe_KMvfyKVm66BkpgbTz/view},
doi = {10.1007/978-981-10-5122-7_68},
year = {2017},
date = {2017-01-01},
booktitle = {Proceedings of the EMBEC 2017, NBC 2017},
pages = {270-273},
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Varon, C; Lázaro, J; Hernando, A; Caicedo, A; Huffel, Van S; Bailón, R
Removal of Respiratory Influences from Heart Rate During Emotional Stress Conference
Proceedings of the XLIV International Conference on Computing in Cardiology, Rennes, France, 2017.
@conference{Varon_conf2017,
title = {Removal of Respiratory Influences from Heart Rate During Emotional Stress},
author = {C Varon and J Lázaro and A Hernando and A Caicedo and Van S Huffel and R Bailón},
url = {https://drive.google.com/file/d/1NSENYbY8tDbgJ9o5WWPgJ5lT7a2LS7w6/view},
doi = {10.22489/CinC.2017.264-160},
year = {2017},
date = {2017-01-01},
booktitle = {Proceedings of the XLIV International Conference on Computing in Cardiology},
pages = {1-4},
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Peralta, E; Lázaro, J; Gil, E; Bailón, R; Marozas, V
Proceedings of the XLIV International Conference on Computing in Cardiology, Rennes, France, 2017.
@conference{Peralta_conf2017,
title = {Robust Pulse Rate Variability Analysis from Reflection and Transmission Photoplethysmographic Signals},
author = {E Peralta and J Lázaro and E Gil and R Bailón and V Marozas},
url = {https://drive.google.com/file/d/1r-1UxuOmGmdEJ7c5IEeDbgpnRnA-P9Ea/view},
doi = {10.22489/CinC.2017.205-286},
year = {2017},
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Garzón-Rey, J M; Lázaro, J; Milagro, J; Gil, E; Aguiló, J; Bailón, R
Proceedings of the XLIV International Conference on Computing in Cardiology, Rennes, France, 2017.
@conference{Garzon_conf2017,
title = {Respiration-Guided Analysis of Pulse and Heart Rate Variabilities for Acute Emotional Stress Assessment},
author = {J M Garzón-Rey and J Lázaro and J Milagro and E Gil and J Aguiló and R Bailón},
url = {https://drive.google.com/file/d/1aZXMO012EnvYrphnkzNKYJPD6Fd139cY/view},
doi = {10.22489/CinC.2017.318-093},
year = {2017},
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Lázaro, J; Gil, E; Deviaene, M; Bailón, R; Testelmans, D; Buyse, B; Varon, C; Huffel, Van S
Pulse Photoplethysmography Derived Respiration for Obstructive Sleep Apnea Detection Conference
Proceedings of the XLIV International Conference on Computing in Cardiology, Rennes, France, 2017.
@conference{Lazaro_conf2017b,
title = {Pulse Photoplethysmography Derived Respiration for Obstructive Sleep Apnea Detection},
author = {J Lázaro and E Gil and M Deviaene and R Bailón and D Testelmans and B Buyse and C Varon and Van S Huffel},
url = {https://drive.google.com/file/d/1FZx7TCitmxZcdQlEOm6hZPwafdNJZnF9/view},
doi = {10.22489/CinC.2017.273-229},
year = {2017},
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Banerjee, S; Bailón, R; Lazáro, J; Marozas, V; Laguna, P; Gil, E
Proceedings of the XLIV International Conference on Computing in Cardiology, Rennes, France, 2017.
@conference{Banerjee_conf2017,
title = {A Two Step Gaussian Modelling to Assess PPG Morphological Variability Induced by Psychological Stress},
author = {S Banerjee and R Bailón and J Lazáro and V Marozas and P Laguna and E Gil},
url = {https://drive.google.com/file/d/1y6Kpzw6pE4q23xCtncgGHZb7-EfxuZ5P/view},
doi = {10.22489/CinC.2017.270-035},
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Iozzia, L; Lázaro, J; Gil, E; Cerina, L; Mainardi, L; Laguna, P
Respiratory Rate Detection Using a Camera as Contactless Sensor Conference
Proceedings of the XLIV International Conference on Computing in Cardiology, Rennes, France, 2017.
@conference{Iozzia_conf2017,
title = {Respiratory Rate Detection Using a Camera as Contactless Sensor},
author = {L Iozzia and J Lázaro and E Gil and L Cerina and L Mainardi and P Laguna},
url = {https://drive.google.com/file/d/1nwKeT5b3qmLzujP-jVjRLpIpcf06–8o/view},
doi = {10.22489/CinC.2017.028-317},
year = {2017},
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2016
Journal Articles
Hernando, A; Lázaro, J; Gil, E; Arza, A; Garzón, J M; López-Antón, R; Cámara, C; Laguna, P; Aguiló, J; Bailón, R
Inclusion of respiratory frequency information in heart rate variability analysis for stress assessment Journal Article
In: IEEE Journal of Biomedical and Health Informatics, vol. 20, no. 4, pp. 1016-1025, 2016.
@article{HernandoA2017,
title = {Inclusion of respiratory frequency information in heart rate variability analysis for stress assessment},
author = {A Hernando and J Lázaro and E Gil and A Arza and J M Garzón and R López-Antón and C Cámara and P Laguna and J Aguiló and R Bailón},
url = {https://drive.google.com/file/d/18HkaueJZZeKcnqqxFU3_GlVhfDdEpxnS/view},
doi = {10.1109/JBHI.2016.2553578},
year = {2016},
date = {2016-01-01},
journal = {IEEE Journal of Biomedical and Health Informatics},
volume = {20},
number = {4},
pages = {1016-1025},
keywords = {},
pubstate = {published},
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Conferences
Turon, M; Hernando, D; Fernandez-Gonzalo, S; Bailón, R; Gomà, G; Lázaro, J; Montanyà, J; Gil, E; Haro, C; Martinez-Perez, M; López-Aguilar, J; Martinez-Rubio, A; Jodar, M; Laguna, P; Blanch, L
Am J Respir Crit Care Med. American Thoracic Society (ATS) International Conference, vol. 193, San Francisco, 2016.
@conference{Turon_conf2016,
title = {Different effect of early neurocognitive rehabilitation on autonomic nervous system in critically ill patients with and without delirium},
author = {M Turon and D Hernando and S Fernandez-Gonzalo and R Bailón and G Gomà and J Lázaro and J Montanyà and E Gil and C Haro and M Martinez-Perez and J López-Aguilar and A Martinez-Rubio and M Jodar and P Laguna and L Blanch},
url = {https://drive.google.com/file/d/1uFWqctoYVoGUT4_lJXKdHH5m1CBIFx1y/view},
year = {2016},
date = {2016-01-01},
booktitle = {Am J Respir Crit Care Med. American Thoracic Society (ATS) International Conference},
volume = {193},
pages = {A5272},
address = {San Francisco},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Lázaro, J; Bailón, R; Laguna, P; Marozas, V; Rapalis, A; Gil, E
Difference in Pulse Arrival Time at Forehead and at Finger as a Surrogate of Pulse Transit Time Conference
Proceedings of the XLIII International Conference on Computing in Cardiology, Vancouver, BC, Canada, 2016.
@conference{Lazaro_conf2016,
title = {Difference in Pulse Arrival Time at Forehead and at Finger as a Surrogate of Pulse Transit Time},
author = {J Lázaro and R Bailón and P Laguna and V Marozas and A Rapalis and E Gil},
url = {https://drive.google.com/file/d/1gQkqIEhHS1Dry_DMnkoqY3Qn-pit5VEz/view},
doi = {10.22489/CinC.2016.079-432},
year = {2016},
date = {2016-01-01},
booktitle = {Proceedings of the XLIII International Conference on Computing in Cardiology},
address = {Vancouver, BC, Canada},
keywords = {},
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Kontaxis, S; Lázaro, J; Hernando, A; Arza, A; Garzón-Rey, J M; Gil, E; Laguna, P; Aguiló, J; Bailón, R
Mental Stress Detection Using Cardiorespiratory Wavelet Cross-Bispectrum Conference
Proceedings of the XLIII International Conference on Computing in Cardiology, Vancouver, BC, Canada, 2016.
@conference{Kontaxis_conf2016,
title = {Mental Stress Detection Using Cardiorespiratory Wavelet Cross-Bispectrum},
author = {S Kontaxis and J Lázaro and A Hernando and A Arza and J M Garzón-Rey and E Gil and P Laguna and J Aguiló and R Bailón},
url = {https://drive.google.com/file/d/1GlrkcziXxMiSMB9QuX9Rn7vcOYO9Wx77/view},
doi = {10.22489/CinC.2016.211-454},
year = {2016},
date = {2016-01-01},
booktitle = {Proceedings of the XLIII International Conference on Computing in Cardiology},
address = {Vancouver, BC, Canada},
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Kontaxis, S; Lázaro, J; Hernando, A; Arza, A; Garzón, J M; Gil, E; Laguna, P; Aguiló, J; Bailón, R
Detección de Estrés Mental mediante el Wavelet Cross-Bispectrum Cardiorrespiratorio Conference
Proceedings XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica, 2016, ISBN: 978-84-9048-531-6.
@conference{Kontaxis_conf2016b,
title = {Detección de Estrés Mental mediante el Wavelet Cross-Bispectrum Cardiorrespiratorio},
author = {S Kontaxis and J Lázaro and A Hernando and A Arza and J M Garzón and E Gil and P Laguna and J Aguiló and R Bailón},
url = {https://drive.google.com/file/d/1OgZVPzuivL4X6ILritHTsudshoeZMu8a/view},
isbn = {978-84-9048-531-6},
year = {2016},
date = {2016-01-01},
booktitle = {Proceedings XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica},
pages = {22-25},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
2015
Journal Articles
Lázaro, J; Nam, Y; Gil, E; Laguna, P; Chon, K
Respiratory rate derived from smartphone-camera-acquired pulse photoplethysmographic signals Journal Article
In: Physiological Measurement, vol. 36, pp. 2317-2333, 2015.
@article{Lazaro2015,
title = {Respiratory rate derived from smartphone-camera-acquired pulse photoplethysmographic signals},
author = {J Lázaro and Y Nam and E Gil and P Laguna and K Chon},
url = {https://drive.google.com/file/d/1eDvffnidcJSQsYXY2tMSf40Uiu-JUtKN/view},
doi = {10.1088/0967-3334/36/11/2317},
year = {2015},
date = {2015-01-01},
journal = {Physiological Measurement},
volume = {36},
pages = {2317-2333},
keywords = {},
pubstate = {published},
tppubtype = {article}
}