GONZALO CESAR
GUTIERREZ TOBAL
PROFESORA/PROFESOR PERMANENTE LABORAL
Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina
Madrid, EspañaPublicaciones en colaboración con investigadores/as de Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina (26)
2024
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An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals
Biomedical Signal Processing and Control, Vol. 87
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Persistent sleep-disordered breathing independently contributes to metabolic syndrome in prepubertal children
Pediatric Pulmonology, Vol. 59, Núm. 1, pp. 111-120
2023
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Are we missing something? Different obstructive sleep apnea phenotypes as a possible driver of discrepancies in cognitive recovery after continuous positive airway pressure treatment
Sleep
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Characterization of Cardiopulmonary Coupling in Pediatric Patients with Obstructive Sleep Apnea
Computing in Cardiology
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Editorial: Unraveling sleep and its disorders using novel analytical approaches, volume II
Frontiers in Neuroscience
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Prediction of the Sleep Apnea Severity Using 2D-Convolutional Neural Networks and Respiratory Effort Signals
Diagnostics, Vol. 13, Núm. 20
2022
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Airflow Analysis in the Context of Sleep Apnea
Advances in experimental medicine and biology, Vol. 1384, pp. 241-253
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Characterization of Changes in HRV Metrics During Sleep Apnea Episodes in Pediatric Patients
2022 12th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2022
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Covering the Gap Between Sleep and Cognition - Mechanisms and Clinical Examples
Advances in experimental medicine and biology, Vol. 1384, pp. 17-29
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Deep-Learning Model Based on Convolutional Neural Networks to Classify Apnea-Hypopnea Events from the Oximetry Signal
Advances in experimental medicine and biology, Vol. 1384, pp. 255-264
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Editorial: Unraveling Sleep and Its Disorders Using Novel Analytical Approaches
Frontiers in Neuroscience
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Heart rate variability as a potential biomarker of pediatric obstructive sleep apnea resolution
Sleep, Vol. 45, Núm. 2
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Oximetry Indices in the Management of Sleep Apnea: From Overnight Minimum Saturation to the Novel Hypoxemia Measures
Advances in experimental medicine and biology, Vol. 1384, pp. 219-239
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Reliability of machine learning to diagnose pediatric obstructive sleep apnea: Systematic review and meta-analysis
Pediatric Pulmonology, Vol. 57, Núm. 8, pp. 1931-1943
2021
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Bispectral analysis of heart rate variability to characterize and help diagnose pediatric sleep apnea
Entropy, Vol. 23, Núm. 8
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Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis
Computers in Biology and Medicine, Vol. 129
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Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults
Applied Soft Computing, Vol. 111
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Erratum to: Martín-montero et al. bispectral analysis of heart rate variability to characterize and help diagnose pediatric sleep apnea. entropy 2021, 23, 1016
Entropy
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Heart rate variability spectrum characteristics in children with sleep apnea
Pediatric Research, Vol. 89, Núm. 7, pp. 1771-1779
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Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker
Frontiers in Neuroscience, Vol. 15