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22 results 
       

Combined explainable deep learning model to predict pediatric sleep apnea from ECG and SpO2

Article

Measurement, 2026, 264, 120259

 Authorship: CLARA GARCÍA VICENTE, GONZALO CÉSAR GUTIÉRREZ TOBAL, FERNANDO VAQUERIZO VILLAR, ADRIAN MARTIN MONTERO, DAVID GOZAL, ROBERTO HORNERO SANCHEZ

 10/03/2026

Accurate and interpretable deep learning model for sleep staging in children with sleep apnea from pulse oximetry

Conference object

9th European Medical and Biological Engineering Conference: proceedings of EMBEC 2024, june 9-13, 2024, Portorož, Slovenia

 Authorship: FERNANDO VAQUERIZO VILLAR, DANIEL ÁLVAREZ GONZÁLEZ, GONZALO CÉSAR GUTIÉRREZ TOBAL, ADRIAN MARTIN MONTERO, DAVID GOZAL, EDUARDO TAMAYO GÓMEZ, ROBERTO HORNERO SÁNCHEZ

 2025

Explainable hybrid convolutional and transformer network for pediatric sleep apnea diagnosis using nocturnal oximetry

Conference object

47th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) : 14-18 July 2025, Copenhagen, Denmark

 Authorship: CARLA GARCÍA VICENTE, GONZALO CÉSAR GUTIÉRREZ TOBAL, JAVIER GÓMEZ PILAR, FERNANDO VAQUERIZO VILLAR, ADRIAN MARTIN MONTERO, DOMINGUEZ GUERRERO MÁXIMO, DAVID GOZAL, ROBERTO HORNERO SANCHEZ

 2025

Phenotypic characterization of sleep apnea using clusters derived from subject-based SpO2 weighted correlation networks

Conference object

47th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) : 14-18 July 2025, Copenhagen, Denmark

 Authorship: JAVIER GÓMEZ PILAR, ADRIAN MARTIN MONTERO, FERNANDO VAQUERIZO VILLAR, MÁXIMO DOMÍNGUEZ GUERRERO, DANIELA FERREIRA SANTOS, PEDRO PEREIRA RODRIGUES, DAVID GOZAL, ROBERTO HORNERO, GONZALO CÉSAR GUTIÉRREZ TOBAL

 2025

Heart rate variability analysis in comorbid insomnia and sleep apnea (COMISA)

Article

Scientific Reports, 2025, 15, 17574

 Authorship: ADRIAN MARTIN MONTERO, FERNANDO VAQUERIZO VILLAR, CLARA GARCÍA VICENTE, GONZALO CÉSAR GUTIÉRREZTOBAL, THOMAS PENZEL, ROBERTO HORNERO SÁNCHEZ

 21/05/2025

SleepECG-Net: explainable deep learning approach with ECG for pediatric sleep apnea diagnosis

Article

IEEE Journal of Biomedical and Health Informatics, 2025, 29(2), 1021-1034

 Authorship: CLARA GARCÍA VICENTE, GONZALO CÉSAR GUTIÉRREZ TOBAL, FERNANDO VAQUERIZO VILLAR, ADRIAN MARTIN MONTERO, DAVID GOZAL, ROBERTO HORNERO SÁNCHEZ

 01/02/2025

An explainable deep learning approach for sleep staging in sleep apnea patients across all age subgroups from pulse oximetry signals

Article

Engineering Applications of Artificial Intelligence, 2025, 162 (Part C), 112562

 Authorship: FERNANDO VAQUERIZO VILLAR, GONZALO CÉSAR GUTIÉRREZ TOBAL, DANIEL ÁLVAREZ GONZÁLEZ, ADRIAN MARTIN MONTERO, DAVID GOZAL, ROBERTO HORNERO SANCHEZ

 22/12/2025

Persistent sleep-disordered breathing independently contributes to metabolic syndrome in prepubertal children

Article

Pediatric Pulmonology, 2024,59(1), 111-120

 Authorship: PABLO ARMAÑAC JULIÁN, ADRIAN MARTIN MONTERO, JESÚS LÁZARO PLAZA, ROBERTO HORNERO SÁNCHEZ, PABLO LAGUNA LASAOSA, LEILA KHEIRANDISH GOZAL, DAVID GOZAL, EDUARDO GIL HERRANDO, RAQUEL BAILÓN LUESMA, GONZALO CÉSAR GUTIÉRREZ TOBAL

 01/01/2024

An interpretable CNN-transformer for pediatric sleep apnea diagnosis using ECG

Conference object

13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO): 23-25 october 2024, Zaragoza, Spain

 Authorship: CLARA GARCÍA VICENTE, GONZALO CÉSAR GUTIÉRREZ TOBAL, ADRIAN MARTIN MONTERO, JORGE JIMÉNEZ GARCÍA, VERÓNICA BARROSO GARCÍA, DAVID GOZAL

 2024

ECG-derived respiratory power index to evaluate and track pediatric sleep apnea

Conference object

13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO): 23-25 october 2024, Zaragoza, Spain

 Authorship: ADRIAN MARTIN MONTERO, PABLO ARMAÑAC JULIÁN, CLARA GARCÍA VICENTE, RAQUEL BAILÓN LUESMA, EDUARDO GIL HERRANDO, DAVID GOZAL, THOMAS PENZEL, ROBERTO HORNERO SÁNCHEZ, GONZALO CÉSAR GUTIÉRREZ TOBAL

 2024

Characterization of cardiopulmonary coupling in pediatric patients with obstructive sleep apnea

Conference object

50th Computing in Cardiology (CinC 2023): Atlanta, Georgia, USA, 1-4 october 2023

 Authorship: PABLO ARMAÑAC JULIÁN, ADRIAN MARTIN MONTERO, SALLA HIETAKOSTE, JESÚS LÁZARO PLAZA, SAMU KAINULAINEN, DAVID GOZAL, ROBERTO HORNERO SÁNCHEZ, PABLO LAGUNA LASAOSA, GONZALO CÉSAR GUTIÉRREZ TOBAL, EDUARDO GIL HERRANDO, RAQUEL BAILÓN LUESMA

 2023

ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis

Article

Computers in Biology and Medicine, 2023, 167, 107628

 Authorship: CLARA GARCÍA VICENTE, GONZALO CÉSAR GUTIÉRREZ TOBAL, JORGE JIMÉNEZ GARCÍA, ADRIAN MARTIN MONTERO, DAVID GOZAL, ROBERTO HORNERO SÁNCHEZ

 01/12/2023

Pediatric sleep apnea: characterization of apneic events and sleep stages using heart rate variability

Article

Computers in Biology and Medicine, 2023, 154, 106549

 Authorship: ADRIAN MARTIN MONTERO, PABLO ARMAÑAC JULIÁN, EDUARDO GIL HERRANDO, LEILA KHEIRANDISH GOZAL, DANIEL ÁLVAREZ GONZÁLEZ, JESÚS LÁZARO PLAZA, RAQUEL BAILÓN LUESMA, DAVID GOZAL, PABLO LAGUNA LASAOSA, ROBERTO HORNERO SÁNCHEZ, GONZALO CÉSAR GUTIÉRREZ TOBAL

 01/03/2023

Heart rate variability as a potential biomarker of pediatric obstructive sleep apnea resolution

Article

Sleep, 2022, 45(2), zsab214

 Authorship: ADRIAN MARTIN MONTERO, GONZALO CÉSAR GUTIÉRREZ TOBAL, LEILA KHEIRANDISH GOZAL, FERNANDO VAQUERIZO VILLAR, DANIEL ÁLVAREZ GONZÁLEZ, FÉLIX DEL CAMPO MATÍAS, DAVID GOZAL, ROBERTO HORNERO SÁNCHEZ

 01/02/2022

Characterization of changes in HRV metrics during sleep apnea episodes in pediatric patients

Conference object

12th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO 2022): 9-12 october 2022, Strbske Pleso, Vysoke Tatry, Slovakia

 Authorship: PABLO ARMAÑAC JULIÁN, ADRIAN MARTIN MONTERO, JESÚS LÁZARO PLAZA, SPYRIDON KONTAXIS, DANIEL ÁLVAREZ GONZÁLEZ, DAVID GOZAL, ROBERTO HORNERO SÁNCHEZ, PABLO LAGUNA LASAOSA, GONZALO CÉSAR GUTIÉRREZ TOBAL, RAQUEL BAILÓN LUESMA, EDUARDO GIL HERRANDO

 2022

Slow EEG oscillation to characterize pediatric sleep apnea and associated cognitive impairments

Conference object

44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2022): 11-15 July 2022, Glasgow, Scotland, United Kingdom

 Authorship: GONZALO CÉSAR GUTIÉRREZ TOBAL, JAVIER GÓMEZ PILAR, LEILA KHEIRANDISH GOZAL, ADRIAN MARTIN MONTERO, JESÚS POZA CRESPO, DANIEL ÁLVAREZ GONZÁLEZ, FÉLIX DE CAMPO MATÍAS, DAVID GOZAL, ROBERTO HORNERO SÁNCHEZ

 2022

Heart rate variability spectrum characteristics in children with sleep apnea

Article

Pediatric Research, 2021, 89(7), 1771-1779

 Authorship: ADRIAN MARTIN MONTERO, GONZALO CÉSAR GUTIÉRREZ TOBAL, LEILA KHEIRANDIS GOZAL, JORGE JIMÉNEZ GARCÍA, DANIEL ÁLVAREZ GONZÁLEZ, FÉLIX DEL CAMPO MATÍAS, DAVID GOZAL, ROBERTO HORNERO SANCHEZ

 01/05/2021

Bispectral analysis of heart rate variability to characterize and help diagnose pediatric sleep apnea

Article

Entropy, 2021, 23(8), 1016 - (ERRATUM), 2021 23(11), 1375

 Authorship: ADRIAN MARTIN MONTERO, GONZALO CÉSAR GUTIÉRREZTOBAL, DAVID GOZAL, VERÓNICA BARROSO GARCÍA, DANIEL ÁLVAREZ GONZÁLEZ, FÉLIX DEL CAMPO MATÍAS, LEILA KHEIRANDISH GOZAL, ROBERTO HORNERO SANCHEZ

 01/08/2021

Pediatric sleep apnea: the overnight electroencephalogram as a phenotypic biomarker

Article

Frontiers in Neuroscience, 2021, 15, 644697

 Authorship: GONZALO CÉSAR. GUTIÉRREZ TOBAL, JAVIER GOMEZ PILAR, LEILA KHEIRANDISH GOZAL, ADRIAN MARTIN MONTERO, JESÚS POZA CRESPO, DANIEL ÁLVAREZ GONZÁLEZ, FÉLIX DEL CAMPO MATÍAS, DAVID GOZAL, ROBERTO HORNERO SANCHEZ

 03/11/2021

Assessment of airflow and oximetry signals to detect pediatric sleep apnea-hypopnea syndrome using AdaBoost

Article

Entropy, 2020, 22(6), 670

 Authorship: JORGE JIMÉNEZ GARCÍA, GONZALO CÉSAR GUTIÉRREZ TOBAL, MARÍA GARCÍA GADAÑÓN, LEILA KHEIRANDISH GOZAL, ADRIAN MARTIN MONTERO, DANIEL ÁLVAREZ GONZÁLEZ, FÉLIX DEL CAMPO MATÍAS, DAVID GOZAL, ROBERTO HORNERO SANCHEZ

 01/06/2020

Network analysis on overnight EEG spectrum to assess relationships between paediatric sleep apnoea and cognition

Conference object

XV Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON: 2019, 26-28 Septembre, Coimbra, Portugal

 Authorship: GONZALO CÉSAR GUTIÉRREZ TOBAL, JAVIER GOMEZ PILAR, LEILA KHEIRANDISH GOZAL, ADRIAN MARTIN MONTERO, JESÚS POZA, DANIEL ALVAREZ, FÉLIX DEL CAMPO, DAVID GOZAL, ROBERTO HORNERO SANCHEZ

 2019

Pulse rate variability analysis to enhance oximetry as at-home alternative for sleep apnea diagnosing

Conference object

World Congress on Medical Physics and Biomedical Engineering 2018: 3-8 June, Prague, Czech Republic

 Authorship: GONZALO CÉSAR GUTIERREZ TOBAL, DANIEL ÁLVAREZ GONZÁLEZ, FERNANDO VAQUERIZO VILLAR, VERÓNICA BARROSO GARCÍA, ADRIAN MARTIN MONTERO, ANDREA CRESPO SENADO, FÉLIX DEL CAMPO MATIAS, ROBERTO HORNERO SANCHEZ

 2018

22 results 
       

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