FELIX DEL
CAMPO MATIA
Researcher in the period 1996-2023
Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina
Madrid, EspañaPublications in collaboration with researchers from Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina (24)
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
2023
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Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry
Nature Communications, Vol. 14, Núm. 1
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Sleep-disordered breathing: Diagnosis
Sleep Medicine: A Comprehensive Guide for Transitioning Pediatric to Adult Care (Springer International Publishing), pp. 69-95
2022
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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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Diagnosis of Obstructive Sleep Apnea in Patients with Associated Comorbidity
Advances in experimental medicine and biology, Vol. 1384, pp. 43-61
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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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Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use
npj Digital Medicine, Vol. 4, Núm. 1
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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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From sleep medicine to medicine during sleep
Physiological Measurement, Vol. 42, Núm. 12
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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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Impact of atmospheric nitrogen dioxide on emergency department visits for asthma in a low air pollution area: A time series and case-crossover study
Emergencias, Vol. 33, Núm. 6, pp. 421-426
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Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers
Physiological Measurement, Vol. 42, Núm. 5
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Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker
Frontiers in Neuroscience, Vol. 15
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Risk models for predicting in-hospital mortality from COVID-19 pneumonia in the elderly
Emergencias, Vol. 33, Núm. 4, pp. 282-291
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Wavelet analysis of overnight airflow to detect obstructive sleep apnea in children
Sensors, Vol. 21, Núm. 4, pp. 1-19