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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. He is coauthor of 27 JCR articles and more than 40 international conference proceedings. Among the JCR articles, 17 are published in Q1 journals, 22 of them are published during his postdoctoral period, 17 of them have international co-authors, and 7 of them have co-authors who are Medicine Doctors. He has done transfer of knowledge research, including the participation in R&D contracts with private companies (even as Principal Investigator), and the participation in an ITEA3 project (eWatch), which is a transnational and industry-driven R&D&I programme of the intergovernmental (over 40 countries) network EUREKA. He is also inventor of 1 patent. He has been invited as speaker to some workshops (see C.5), including the IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN2017). He has been awarded with some research prizes, including the Nightingale prize.
His postdoctoral training began at Aragón 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 Sklodowska-Curie actions (MSCA) Individual Fellowship – Global Fellowship, for developing a project entitled “Wearable Cardiorespiratory Monitor (WECARMON)” whose objective is to develop a wearable device for monitoring patients with different cardiorespiratory diseases. This project includes 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–October 2019), and subsequently he joined the I3A of UNIZAR (November 2019–December 2020). Then, he joined the DIIS of UNIZAR as Assistant Professor (Profesor Ayudante Doctor). He has active collaborations with other institutions including UCONN and KU Leuven. 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.
In addition to his research, he has had some teaching responsibilities at different institutions (UNIZAR, KU Leuven, and UCONN). He obtained the certification for “Profesor Ayudante Doctor” (Assistant Professor, in 2016), “Profesor Contratado Doctor” (Associate Professor, in 2020), and “Profesor de Universidad Privada” (Associate Professor for Private University, in 2020) by the National Agency for Quality Assessment and Accreditation of Spain (ANECA).
Journal articles
- Frempong, Gifty Animwaa; Goñi, Guillermina; Lorenzo-Tejedor, Mónica; de la Cámara, Concepción; Lázaro, Jesús; Mangialavori Rasia, Eugenia; Aguiló, Jordi; Bailon, Raquel; Bernal, María Luisa. Uncovering the metabolic impact of acute psychological stress in young adults. SCIENTIFIC REPORTS (NATURE PUBLISHING GROUP). 2026. DOI: 10.1038/s41598-025-29572-4
- Armañac-Julián, Pablo; Kontaxis, Spyridon; Lázaro, Jesús; Rapalis, Andrius; Brazaitis, Marius; Marozas, Vaidotas; Laguna, Pablo; Bailón, Raquel; Gil, Eduardo. Vascular reactivity characterized by PPG-derived pulse wave velocity. BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 2025. DOI: 10.1016/j.bspc.2025.107641
- Cajal, Diego; de la Cámara, Concepción; Posadas-de Miguel, Mar; Torrijos, Noel; Nadal, Óscar; Blanco, Teresa; Siddi, Sara; Armañac, Pablo; Gil, Eduardo; Lázaro, Jesús; Bailón, Raquel. Evaluation of Stress Response Using Smartphone PPG for Anxiety and Depression Monitoring. IEEE ACCESS. 2025. DOI: 10.1109/ACCESS.2025.3643644
- Pina, Jorge; Bernal-Berdun, Edurne; Martin, Daniel; Malpica, Sandra; Real, Carmen; Barquero, Alberto; Armañac-Julián, Pablo; Lazaro, Jesus; Martín-Yebra, Alba; Masia, Belen; Serrano, Ana. A Comprehensive Analysis of the Influence of Cognitive Load on Physiological Signals in Virtual Reality. PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON MIXED AND AUGMENTED REALITY, ISMAR. 2025. DOI: 10.1109/ISMAR67309.2025.00054
- Armañac-Julián, Pablo; Martín-Montero, Adrián; Lázaro, Jesús; Hornero, Roberto; Laguna, Pablo; Kheirandish-Gozal, Leila; Gozal, David; Gil, Eduardo; Bailón, Raquel; Gutiérrez-Tobal, Gonzalo. Persistent sleep-disordered breathing independently contributes to metabolic syndrome in prepubertal children. PEDIATRIC PULMONOLOGY. 2024. DOI: 10.1002/ppul.26720
- Cajal, Diego; Gil, Eduardo; Laguna, Pablo; Varon, Carolina; Testelmans, Dries; Buyse, Bertien; Jensen, Chris; Hoare, Rohan; Bailón, Raquel; Lázaro, Jesús. Obstructive Sleep Apnea Screening by Joint Saturation Signal Analysis and PPG-derived Pulse Rate Oscillations. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2024. DOI: 10.1109/JBHI.2023.3331947
- Rinkevicius, Mantas; Lázaro, Jesús; Gil, Eduardo; Laguna, Pablo; Charlton, Peter H.; Bailón, Raquel; Marozas, Vaidotas. Obstructive sleep apnea characterization: a multimodal cross-recurrence-based approach for investigating atrial fibrillation. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2024. DOI: 10.1109/JBHI.2024.3428845
- Lázaro, Jesús; Reljin, Natasa; Bailón, Raquel; Gil, Eduardo; Noh, Yeonsik; Laguna, Pablo; Chon, Ki H. Tracking Tidal Volume from Holter and Wearable Armband Electrocardiogram Monitoring. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2024. DOI: 10.1109/JBHI.2024.3383232
- Greco, A.; Valenza, G.; Lázaro, J.; Garzón-Rey, J. M.; Aguiló, J.; de la Cámara, C.; Bailón, Raquel; Scilingo, Enzo Pascuale. Acute stress state classification based on electrodermal activity modeling. IEEE TRANSACTIONS ON AFFECTIVE COMPUTING. 2023. DOI: 10.1109/TAFFC.2021.3055294
- Charlton, Peter H; Allen, John; Bailon, Raquel; Baker, Stephanie; Behar, Joachim A; Chen, Fei; Clifford, Gari D; Clifton, David A; Davies, Harry J; Ding, Cheng; Ding, Xiaorong; Dunn, Jessilyn; Elgendi, Mohamed; Ferdoushi, Munia; Franklin, Daniel; Gil, Eduardo; Hassan, Md Farhad; Hernesniemi, Jussi; Hu, Xiao; Ji, Nan; Khan, Yasser; Kontaxis, Spyridon; Korhonen, Ilkka; Kyriacou, Panayiotis A; Laguna, Pablo; Lazaro, Jesus; Lee, Chungkeun; Levy, Jeremy; Li, Yumin; Liu, Chengyu; Liu, Jing; Lu, Lei; Mandic, Danilo P; Marozas, Vaidotas; Mejía-Mejía, Elisa; Mukkamala, Ramakrishna; Nitzan, Meir; Pereira, Tânia; Poon, Carmen C Y; Ramella-Roman, Jessica C; Saarinen, Harri; Shandhi, Md Mobashir Hasan; Shin, Hangsik; Stansby, Gerard; Tamura, Toshiyo; Vehkaoja, Antti; Wang, Will Ke; Zhang, Yuan-Ting; Zhao, Ni; Zheng, Dingchang; Zhu, Tingting. The 2023 wearable photoplethysmography roadmap. PHYSIOLOGICAL MEASUREMENT. 2023. DOI: 10.1088/1361-6579/acead2
- Martín-Montero, A.; Armañac-Julián, P.; Gil, E.; Kheirandish-Gozal, L.; Álvarez, D.; Lázaro, J.; Bailón, R.; Gozal, D.; Laguna, P.; Hornero, R.; Gutiérrez-Tobal, G. C. Pediatric sleep apnea: characterization of apneic events and sleep stages using heart rate variability. COMPUTERS IN BIOLOGY AND MEDICINE. 2023. DOI: 10.1016/j.compbiomed.2023.106549
- Han, Dong; Bashar, Syed Khairul; Lázaro, Jesús; Mohagheghian, Fahimeh; Peitzsch, Andrew; Nishita, Nishat; Ding, Eric; Dickson, Emily L.; Dimezza, Danielle; Scott, Jessica; Whitcomb, Cody; Fitzgibbons, Timothy P.; Mcmanus, David D.; Chon, Ki H. A real-time ppg peak detection method for accurate determination of heart rate during sinus rhythm and cardiac arrhythmia. BIOSENSORS. 2022. DOI: 10.3390/bios12020082
- Cajal, Diego; Hernando, David; Lázaro, Jesús; Laguna, Pablo; Gil, Eduardo; Bailón, Raquel. Effects of missing data on heart rate variability metrics. SENSORS. 2022. DOI: 10.3390/s22155774
- García Pagès, E.; Arza, A.; Lázaro, J.; Puig, C.; Castro, T.; Ottaviano, M.; Arredondo, M. T.; Bernal, M. L.; López-Antón, R.; de la Cámara, C.; Gil, E.; Laguna, P.; Bailón, R.; Aguiló, J.; Garzón-Rey, J. M. Psychosomatic response to acute emotional stress in healthy students. FRONTIERS IN PHYSIOLOGY. 2022. DOI: 10.3389/fphys.2022.960118
- Armañac-Julián, Pablo; Kontaxis, Spyridon; Rapalis, Andrius; Marozas, Vaidotas; Laguna, Pablo; Bailón, Raquel; Gil, Eduardo; Lázaro, Jesús. Reliability of pulse photoplethysmography sensors: Coverage using different setups and body locations. FRONTIERS IN ELECTRONICS. 2022. DOI: 10.3389/felec.2022.906324
- Peláez-Coca, María Dolores; Hernando, Alberto; Lázaro, Jesús; Gil, Eduardo. Impact of the PPG sampling rate in the pulse rate variability indices evaluating several fiducial points in different pulse waveforms. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2022. DOI: 10.1109/JBHI.2021.3099208
- Armañac-Julian, Pablo; Hernando, David; Lázaro, Jesús; Haro, Candelaria De; Magrans, Rudys; Morales, John; Moeyersons, Jonathan; Sarlabous, Leonardo; López-Aguilar, Josefina; Subirà, Carles; Fernández, Rafael; Orini, Michele; Laguna, Pablo; Varon, Carolina; Gil, Eduardo; Bailón, Raquel; Blanch, Lluís Cardiopulmonary coupling indices to assess weaning readiness from mechanical ventilation. SCIENTIFIC REPORTS (NATURE PUBLISHING GROUP). 2021. DOI: 10.1038/s41598-021-95282-2
- Bashar, Syed Khairul; Hossain, Md-Billal; Lázaro Plaza, Jesús; Ding, Eric Y.; Noh, Yeonsik; Cho, Chae Ho; Mcmanus, David D.; Fitzgibbons, Timothy P.; Chon, Ki H. Feasibility of atrial fibrillation detection from a novel wearable armband device. CARDIOVASCULAR DIGITAL HEALTH JOURNAL. 2021. DOI: 10.1016/j.cvdhj.2021.05.004
- Hossain, Md-Billal; Bashar, Syed Khairul; Lazaro, Jesús; Reljin, Natasa; Noh, Yeonsik; Chon, Ki Han. A robust ECG denoising technique using variable frequency complex demodulation. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 2021. DOI: 10.1016/j.cmpb.2020.105856
- Garcia, Diego; Kontaxis, Spyridon; Hernandez-Vicente, Adrian; Hernando, David; Milagro, Javier; Pueyo, Esther; Garatachea, Nuria; Bailon, Raquel; Lazaro, Jesus. Ventilatory Thresholds Estimation Based on ECG-derived Respiratory Rate. COMPUTING IN CARDIOLOGY. 2021. DOI: 10.23919/CinC53138.2021.9662701
- Lazaro, Jesús; Reljin, N.; Bailón, Raquel; Gil, Eduardo; Noh, Y.; Laguna, Pablo; Chon, K.H. Electrocardiogram Derived Respiration for Tracking Changes in Tidal Volume from a Wearable Armband. CONFERENCE PROCEEDINGS (IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. CONF.). 2020. DOI: 10.1109/EMBC44109.2020.9175486
- Reljin, Natasa; Lazaro, Jesús; Hossain, Md Billal; Sik Noh, Yeon; Ho Cho, Chae; Chon, Ki H. Using the redundant convolutional encoder–decoder to denoise QRS complexes in ECG signals recorded with an armband wearable device. SENSORS. 2020. DOI: 10.3390/s20164611
- Kontaxis, Spyridon; Gil, Eduardo; Marozas, Vaidotas; Lázaro, Jesús; García, Esther; Posadas-de Miguel, Mar; Siddi, Sara; Bernal, María Luisa; Aguiló, Jordi; Haro, Josep María; de la Cámara, Concepción; Laguna, Pablo; Bailón, Raquel. Photoplethysmographic waveform analysis for autonomic reactivity assessment in depression. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 2020. DOI: 10.1109/TBME.2020.3025908
- Lázaro, Jesús; Reljin, Natasa; Bailón, Raquel; Gil, Eduardo; Noh, Yeonsik; Laguna, Pablo; Chon, Ki H. Electrocardiogram derived respiratory rate using a wearable armband. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 2020. DOI: 10.1109/TBME.2020.3004730
- Lázaro, Jesús; Reljin, Natasa; Hossain, Md-Billal; Noh, Yeonsik; Laguna, Pablo; Chon, Ki H. Wearable armband device for daily life electrocardiogram monitoring. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 2020. DOI: 10.1109/TBME.2020.2987759
- Varon, Carolina; Morales, John; Lázaro, Jesús; Orini, Michele; Deviaene, Margot; Kontaxis, Spyridon; Testelmans, Dries; Buyse, Bertien; Borzée, Pascal; Sörnmo, Leif; Laguna, Pablo; Gil, Eduardo; Bailón, Raquel. A comparative study of ECG-derived respiration in ambulatory monitoring using the single-lead ECG. SCIENTIFIC REPORTS (NATURE PUBLISHING GROUP). 2020. DOI: 10.1038/s41598-020-62624-5
- Hernando, Alberto; Peláez-Coca, María Dolores; Lozano, María Teresa; Aiger, Monserrat; Izquierdo, David; Sánchez, Alberto; López-Jurado, María Isabel; Moura, Ignacio; Fidalgo, Joaquín; Lázaro, Jesús; Gil, Eduardo. Autonomic nervous system measurement in hyperbaric environments using ECG and PPG signals. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2019. DOI: 10.1109/JBHI.2018.2797982
- Varon, Carolina; Lázaro Plaza, Jesús; Bolea, Juan; Hernando, Alberto; Aguiló, Jordi; Gil, Eduardo; Van Huffel, Sabine; Bailón, Raquel. Unconstrained estimation of HRV indices after removing respiratory influences from heart rate. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2019. DOI: 10.1109/JBHI.2018.2884644
- Peralta Calvo, Elena; Lázaro Plaza, Jesús; Bailón Luesma, Raquel; Marozas, Vaidotas; Gil Herrando, Eduardo. Optimal fiducial points for pulse rate variability analysis from forehead and finger PPG signals. PHYSIOLOGICAL MEASUREMENT. 2019. DOI: 10.1088/1361-6579/ab009b
- Arza, Adriana; Garzón-Rey, Jorge Mario; Lázaro, Jesús; Gil, Eduardo; Lopez-Anton, Raul; de la Camara, Conchita; Laguna, Pablo; Bailon, Raquel; Aguiló, Jordi. Measuring acute stress response through physiological signals: towards a quantitative assessment of stress. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. 2019. DOI: 10.1007/s11517-018-1879-z
- Milagro, Javier; Deviaene, Margot; Gil, Eduardo; Lazaro, Jesús; Buyse, Bertien; Testelmans, Dries; Borzée, Pascal; Willems, Rik; Van Huffel, Sabine; Bailón, Raquel; Varon, Carolina. Autonomic dysfunction increases cardiovascular risk in the presence of sleep apnea. FRONTIERS IN PHYSIOLOGY. 2019. DOI: 10.3389/fphys.2019.00620
- Kontaxis, Spyridon; Lázaro Plaza, Jesús; Corino, Valentina; Sandberg, Frida; Bailón Luesma, Raquel; Laguna Lasaosa, Pablo; Sörnmo, Leif. ECG-derived respiratory rate in atrial fibrillation. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 2019. DOI: 10.1109/TBME.2019.2923587
- Milagro, Javier; Hernando, David; Lázaro, Jesús; Casajús, Jose Antonio; Garatachea, Nuria; Gil, Eduardo; Bailón, Raquel. Electrocardiogram-derived tidal volume during treadmill stress test. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 2019. DOI: 10.1109/TBME.2019.2911351
- Hernando, Alberto; Peláez-Coca, María Dolores; Lozano, María Teresa; Lázaro, Jesús; Gil, Eduardo. Finger and forehead PPG signal comparison for respiratory rate estimation. PHYSIOLOGICAL MEASUREMENT. 2019. DOI: 10.1088/1361-6579/ab3be0
- Lázaro, Jesús; Gil, Eduardo; Orini, Michele; Laguna, Pablo; Bailón, Raquel. Baroreflex sensitivity measured by pulse photoplethysmography. FRONTIERS IN NEUROSCIENCE. 2019. DOI: 10.3389/fnins.2019.00339
- Iozzia, Luca; Lázaro, Jesús; Cerina, Luca; Silvestri, Davide; Mainardi, Luca; Laguna, Pablo; Gil, Eduardo. Monitoring breathing rate by fusing the physiological impact of respiration on video-photoplethysmogram with head movements. PHYSIOLOGICAL MEASUREMENT. 2019. DOI: 10.1088/1361-6579/ab4102
- Han, D.; Bashar, S.K.; Lazaro, J.; Ding, E.; Whitcomb, C.; Mcmanus, D.D.; Chon, K.H. Smartwatch PPG Peak Detection Method for Sinus Rhythm and Cardiac Arrhythmia. CONFERENCE PROCEEDINGS (IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. CONF.). 2019. DOI: 10.1109/EMBC.2019.8857325
- Lazaro, 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 PROCEEDINGS (IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. CONF.). 2019. DOI: 10.1109/EMBC.2019.8857219
- Rinkevicius, M.; Kontaxis, S.; Gil, E.; Bailon, R.; Lázaro, J.; Laguna, P.; Marozas, V. Photoplethysmogram Signal Morphology-Based Stress Assessment. COMPUTING IN CARDIOLOGY. 2019. DOI: 10.23919/CinC49843.2019.9005748
- Lázaro, J.; Reljin, N.; Noh, Y.; Laguna, P.; Chon, K.H. Heart Rate Variability Monitoring Using a Wearable Armband. COMPUTING IN CARDIOLOGY. 2019. DOI: 10.23919/CinC49843.2019.9005858
- Kontaxis, S.; Bailon, R.; Rapalis, A.; Brazaitis, M.; Cernych, M.; Lazaro, J.; Laguna, P.; Gil, E.; Marozas, V. Autonomic Nervous System Response to Heat Stress Exposure by Means of Heart Rate Variability. COMPUTING IN CARDIOLOGY. 2019. DOI: 10.23919/CinC49843.2019.9005474
- Lazaro, J.; Kontaxis, S.; Bailon, R.; Laguna, P.; Gil, E. Respiratory Rate Derived from Pulse Photoplethysmographic Signal by Pulse Decomposition Analysis. CONFERENCE PROCEEDINGS (IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. CONF.). 2018. DOI: 10.1109/EMBC.2018.8513188
- Kontaxis, Spyridon; Lázaro, Jesús; Gil, Eduardo; Laguna, Pablo; Bailón, Raquel. Assessment of quadratic nonlinear cardiorespiratory couplings during tilt table test by means of real wavelet biphase. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 2018. DOI: 10.1109/TBME.2018.2821182
- Bolea, Juan; Lázaro, Jesús; Gil, Eduardo; Rovira, Eva; Remartínez, José M.; Laguna, Pablo; Pueyo, Esther; Navarro, Augusto; Bailón, Raquel. Pulse rate and transit time analysis to predict hypotension events after spinal anesthesia during programmed cesarean labor. ANNALS OF BIOMEDICAL ENGINEERING. 2017. DOI: 10.1007/s10439-017-1864-y
- Lenis, Gustavo; Kircher, Michael; Lázaro, Jesús; Bailón, Raquel; Gil, Eduardo; Doessel, Olaf. Separating the effect of respiration on the heart rate variability using Granger's causality and linear filtering. BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 2017. DOI: 10.1016/j.bspc.2016.07.014
- Milagro, Javier; Gil, Eduardo; Lázaro, Jesús; Seppä, Ville-Pekka; Malmberg, L. Pekka; Pelkonen, Anna S.; Kotaniemi-Syrjänen, Anne; Mäkelä, Mika J.; Viik, Jari; Bailón, Raquel. Nocturnal Heart Rate Variability Spectrum Characterization in Preschool Children with Asthmatic Symptoms. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2017. DOI: 10.1109/JBHI.2017.2775059
- Hernando, A.; Lázaro, J.; Gil, E.; Arza, A.; Garzón, J. M.; López-Antón, R.; Camara, de La; Laguna, P.; Aguiló, J.; Bailón, R. Inclusion of Respiratory Frequency Information in Heart Rate Variability Analysis for Stress Assessment. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2016. DOI: 10.1109/JBHI.2016.2553578
- Hernando, Alberto; Lázaro, Jesús; Arza, Adriana; Garzón, Jorge Mario; Gil, Edurado; Laguna, Pablo.; Aguiló, Jordi; Bailón, Raquel. Changes in respiration during emotional stress. COMPUTING IN CARDIOLOGY. 2016. DOI: 10.1109/CIC.2015.7411083
- Hernando, D.; Turon, M.; Bailón, R.; Fernandez-Gonzalo, S.; Lázaro, J.; Gomà, G.; Gil, E.; Montanyà, J.; López-Aguilar, J.; de Haro, C.; Laguna, P.; Blanch, L. Autonomic nervous system assessment in critically ill patients undergoing a cognitive rehabilitation therapy. COMPUTING IN CARDIOLOGY. 2016. DOI: 10.1109/CIC.2015.7411028
- Lazaro, Jesús; Bailón, Raquel; Laguna, Pablo; Marozas, Vaidotas; Rapalis, Andrius; Gil, Eduardo. Difference in pulse arrival time at forehead and at finger as a surrogate of pulse transit time. COMPUTING IN CARDIOLOGY. 2016. DOI: 10.23919/CIC.2016.7868731
- Kontaxis, Spyridon; Lázaro, Jesús; Hernando, Alberto; Arza, Adriana; Garzon, Jorge Mario; Gil, Eduardo; Laguna, Pablo; Aguiló, Jordi; Bailón, Raquel. Mental stress detection using cardiorespiratory wavelet cross-bispectrum. COMPUTING IN CARDIOLOGY. 2016
- Lázaro Plaza, Jesús; Nam, Yunyoung; Gil Herrando, Eduardo; Laguna Lasaosa, Pablo; Chon, Ki. Respiratory rate derived from smartphone-camera-acquired pulse photoplethysmographic signals. PHYSIOLOGICAL MEASUREMENT. 2015. DOI: 10.1088/0967-3334/36/11/2317
- Turon, Marc; Hernando, David; Lázaro, Jesús; Fernández-Gonzalo, S; Bailón, Raquel; Gomá, G; Montanyà, J; Gil, Eduardo; Martínez-Pérez, M; de Haro, C; López-Aguilar, J; Martínez-Rubio, A; Jodar, M; Laguna, Pablo; Blanch, Lluis. Effect of an early neurocognitive rehabilitation on autonomic nervous system in critically ill patients. INTENSIVE CARE MEDICINE EXPERIMENTAL. 2015. DOI: 10.1186/2197-425X-3-S1-A989
- Lázaro Plaza, Jesús. Non-invasive techniques for respiratory information extraction based on pulse photoplethysmogram and electrocardiogram. TESIS DE LA UNIVERSIDAD DE ZARAGOZA. 2015
- Lázaro Plaza, Jesús; Gil Herrando, Eduardo; Vergara Ugarriza, José María; Laguna Lasaosa, Pablo. Pulse Rate Variability Analysis for Discrimination of Sleep-Apnea-Related Decreases in the Amplitude Fluctuations of PPG Signal in Children. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2014. DOI: 10.1109/JBHI.2013.2267096
- Lazaro Plaza, Jesus; Alcaine Otin, Alejandro; Romero Perez, Daniel; Gil Herrando, Eduardo; Laguna Lasaosa, Pablo; Pueyo Paules, Esther; Bailon Luesma, Raquel. Electrocardiogram derived respiratory rate from QRS slopes and R-wave angle. ANNALS OF BIOMEDICAL ENGINEERING. 2014. DOI: 10.1007/s10439-014-1073-x
- Lázaro, Jesus; Bailón, Raquel; Laguna, Pablo; Nam, Yunyoung; Chon, Ki; Gil, Eduardo. Respiratory rate influence in the resulting magnitude of pulse photoplethysmogram derived respiration signals. COMPUTING IN CARDIOLOGY. 2014
- Peláez-Coca, M.D.; Orini, M.; Lazaro, J.; Bailón, R.; Gil, E. Cross Time-Frequency Analysis for combining information of several sources. Application to estimation of Spontaneous Respiratory Rate from Photoplethysmography. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE. 2013. DOI: 10.1155/2013/631978
- Jané, Raimon; Lázaro, Jesús; Ruiz, Puy; Gil, Eduardo; Navajas, Daniel; Farré, Ramón; Laguna, Pablo. Obstructive sleep apnea in a rat model: Effects of anesthesia on autonomic evaluation from heart rate variability measures. COMPUTING IN CARDIOLOGY. 2013
- Arza, Adrina; Lázaro, Jesús; Gil, Eduardo; Laguna, Pablo; Aguiló, Jordi; Bailon, Raquel. Pulse transit time and pulse width as potential measure for estimating beat-to-beat systolic and diastolic blood pressure. COMPUTING IN CARDIOLOGY. 2013
- Lázaro Plaza, Jesús; Alcaine Otín, Alejandro; Gil Herrando, Eduardo; Laguna Lasaosa, Pablo; Bailón Luesma, Raquel. Electrocardiogram derived respiration from QRS slopes. CONFERENCE PROCEEDINGS (IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. CONF.). 2013. DOI: 10.1109/EMBC.2013.6610400
- Lázaro Plaza, Jesús; Gil Herrando, Eduardo; Bailón Luesma, Raquel; Mincholé Lapuente, Ana; Laguna Lasaosa, Pablo
. Deriving Respiration from Photoplethysmographic Pulse Width. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. 2013. DOI: 10.1007/s11517-012-0954-0
- Lázaro Plaza, Jesús; Gil Herrando, Eduardo; Vergara, Jose María; Laguna Lasaosa, Pablo. OSAS Detection in children by using PPG Amplitude Fluctuations Decreases and Pulse Rate Variability. COMPUTERS IN CARDIOLOGY. 2012
Conference presentations
- Gil, Eduardo; Lazaro, Jesus. Problem-Based Learning Applied to the Course Electronic Programmable Systems. TECHNOLOGIES APPLIED TO ELECTRONICS TEACHING. 2022. DOI: 10.1109/TAEE54169.2022.9840575
- Armañac, P.; Kontaxis, P.; Lázaro, J.; Laguna, P.; Bailón, R.; Gil, E. Cardiovascular Changes Induced by Acute Emotional Stress Estimated from the Pulse Transit Time Difference. COMPUTING IN CARDIOLOGY. 2019. DOI: 10.22489/CinC.2019.383
- Seppa, V.; Milagro, J.; Pelkonen, A.S.; Gil, E.; Lazaro, J.; Kotaniemi-Syrjanen, A.; Makela, M.J.; Viik, J.; Bailon, R.; Malmberg, L.P. Nocturnal variabilities of tidal airflow and heart rate show mutual association in young children with asthma symptoms. ALLERGY: EUROPEAN JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. 2017
- Lázaro Plaza, Jesús; Alcaine Otín, Alejandro; Romero Pérez, Daniel; Gil Herrando, Eduardo; Laguna Lasaosa, Pablo; Sörnmo, Leif; Bailón Luesma, Raquel. Electrocardiogram derived respiration from QRS slopes: Evaluation with stress testing recordings. COMPUTING IN CARDIOLOGY. 2013
Books
- Gil Herrando, Eduardo. ESTIMACIÓN DE LA RESPIRACIÓN MEDIANTE LAS SEÑALES FOTOPLETISMOGRÁFICA DE PULSO, ELECTROCARDIOGRÁFICA Y PRESIÓN ARTERIAL. 2012
- Lázaro Plaza, Jesús (coordinador) ; Gil Herrando, Eduardo. ESTIMACIÓN DE LA RESPIRACIÓN MEDIANTE LAS SEÑALES FOTOPLETISMOGRÁFICA DE PULSO, ELECTROCARDIOGRÁFICA Y PRESIÓN ARTERIAL. 2012
Scientific chapters
- Hernando, Alberto; Peláez, María Dolores; Lozano, María Teresa; Aiger, Montserrat; Gil, Eduardo; Lázaro, Jesús. Finger and Forehead PPG Signal Comparison for Respiratory Rate Estimation Based on Pulse Amplitude Variability. 2017 25TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO). 2017
- A. Hernando; J. Lázaro; A. Arza; J. M. Garzón; E. Gil; P. Laguna; J. Aguiló and R. Bailón. Changes in respiration during emotional stress. COMPUTING IN CARDIOLOGY 2015. 2015
- Lázaro Plaza, Jesús; Nam, Yunyoung; Gil, Eduardo; Laguna, Pablo; Chon, Ki. Smartphone-camera-acquired pulse photoplethysmographic signal for deriving respiratory rate. 2014 8TH CONFERENCE OF THE EUROPEAN STUDY GRO UP ON CARDIOVASCULAR OSCILLATIONS (ESGCO). 2014
Projects
- PID2022-138585OA-C32: Estimulación en lazo cerrado del sistema nervioso central para modular oscilaciones en la banda del temblor en el sistema nervioso motor. 01/09/23 - 31/08/27
- JIUZ2022-IAR-02: Monitorización de la respiración mediante un prototipo de dispositivo “wearable” de tipo reloj de pulsera. 31/03/23 - 30/03/24
- T39_23R: BSICoS - Biomedical Signal Interpretation and Computational Simulation. 01/01/23 - 31/12/25
- UZ2022-IAR-06: Hacia un sistema para la detección y monitorización del síndrome de apnea-hipopnea del sueño en el hogar basado en un brazalete wearable. 01/01/23 - 31/12/23
- T39_20R: BSICoS. 01/01/20 - 31/12/22
- WECARMON / Wearable Cardiorespiratory Monitor (G.A. no 745755). 09/10/17 - 03/12/20
- GRUPO DE REFERENCIA BSICoS. 01/01/17 - 31/12/19
- GRUPO CONSOLIDADO T96 BIOMEDICAL SIGNAL INTERPRETATION AND COMPUTATIONAL SIMULATION (BSICoS). 01/01/16 - 31/12/16
- UZCUD2015-TEC-03: DISEÑO Y VALIDACIÓN DE UN DISPOSITIVO SUMERGIBLE PARA LA MONITORIZACIÓN DEL SISTEMA NERVIOSO AUTÓNOMO MEDIANTE EL REGISTRO DE LA FOTOPLETISMOGRAFÍA DE PULSO EN ACTIVIDADES ACUÁTICAS. 01/09/15 - 31/08/16
- GRUPO CONSOLIDADO T96 BIOMEDICAL SIGNAL INTERPRETATION AND COMPUTATIONAL SIMULATION (BSICoS). 01/01/15 - 31/12/15
- GRUPO CONSOLIDADO T96 BIOMEDICAL SIGNAL INTERPRETATION AND COMPUTATIONAL SIMULATION (BSICoS). 01/01/14 - 31/12/14
- ESTANCIA EN EL DEPARTMENT OF BIOMEDICAL ENGINEERING DEL WORCESTER POLITECNIC INSTITUTE EN WORCESTER (EE.UU). 01/01/13 - 31/12/13
- GRUPO CONSOLIDADO T30 GRUPO DE TECNOLOGÍAS DE LAS COMUNICACIONES (GTC). 01/01/13 - 31/12/13
- GRUPO CONSOLIDADO T30 GRUPO DE TECNOLOGIAS DE LAS COMUNICACIONES. 01/01/11 - 31/12/12
- CB06/01/0062 CIBER: CENTRO DE INVESTIGACION BIOMEDICA EN RED EN BIOINGENIERA BIOMATERIALES Y NANOMEDICINA. 01/04/09 - 31/12/25
Supervision of undergraduate dissertations
- Diseño de una Estación Meteorológica Wi-Fi basada en un microcontrolador ESP32. Universidad de Zaragoza. Sobresaliente. 19/12/24
- Estimación de la respiración mediante la señal fotopletismográfica del pulso adquirida mediante un brazalete 'wearable'. Universidad de Zaragoza. Notable. 16/12/24
- Easy PLC Machine Simulator como alternativa a Factory I/O en diferentes asignaturas de Ingeniería de Sistemas y Automática. Universidad de Zaragoza. Sobresaliente. 12/06/24
- Detección de apnea del sueño mediante electrocardiograma uniderivacional. Universidad de Zaragoza. Notable. 02/10/23
- Análisis de descomposición de pulso como sustituto de la velocidad de la onda de pulso arterial. Universidad de Zaragoza. Notable. 15/09/23
- Estimación de la frecuencia respiratoria a partir del modelado del pulso de la señal fotopletismográfica. Universidad de Zaragoza. Notable. 24/06/23
- Fotopletismógrafo de pulso basado en un microcontrolador. Universidad de Zaragoza. Sobresaliente. 20/06/23
- Modelado 3D y control de una cadena de producción para el aprendizaje de tecnologías de automatización industrial. Universidad de Zaragoza. Sobresaliente. 08/07/22
- Automatización de una línea de transporte de paquetes con almacén inteligente. Universidad de Zaragoza. Sobresaliente. 08/07/22
- Automatización del llenado de un depósito de agua. Universidad de Zaragoza. Sobresaliente. 07/07/22
- Sistema de control automático y supervisión de riego mediante Arduino. Universidad de Zaragoza. Sobresaliente. 14/07/21
- Estimación de umbrales ventilatorios a partir de la tasa respiratoria derivada del ECG. Universidad de Zaragoza. Matrícula de honor. 08/07/21
- Desarrollo de app para monitorizar pacientes con depresión durante la realización de test estresor. Universidad de Zaragoza. Aprobado. 08/07/20
- Análisis de la respuesta electrodermal para la identificación de pacientes con depresión. Universidad de Zaragoza. Matrícula de honor. 08/07/20
- Detección robusta de pulsos en la señal fotopletismográfica de reflexión y transmisión en entornos ruidosos y no estacionarios. Universidad de Zaragoza. Notable. 21/09/15
Supervision of master's theses
- Marcadores objetivos de atención en entornos de realidad virtual extraídos de señales biomédicas. Universidad de Zaragoza. Notable. 12/07/26
- Monitorización del sistema nervioso autónomo mediante análisis de variabilidad de frecuencia cardiaca durante periodos de estimulación espinal no invasiva. Universidad de Zaragoza. Matrícula de honor. 02/01/25
- Cobertura de dispositivos wearables en tareas de oficina. Universidad de Zaragoza. Sobresaliente. 06/10/22
- Estudio sobre la cobertura de monitores de frecuencia cardiaca vestibles en tareas de oficina. Universidad de Zaragoza. Notable. 01/10/21
UNIZAR teaching of the last six courses
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