FERNANDO
VAQUERIZO VILLAR
Investigador no período 2015-2023
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Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina
Madrid, EspañaPublicacións en colaboración con investigadores/as de Centro de Investigación Biomédica en Red sobre Bioingeniería, Biomateriales y Nanomedicina (12)
2024
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Accurate and Interpretable Deep Learning Model for Sleep Staging in Children with Sleep Apnea from Pulse Oximetry
IFMBE Proceedings
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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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Derivation and validation of a blood biomarker score for 2-day mortality prediction from prehospital care: a multicenter, cohort, EMS-based study
Internal and Emergency Medicine, Vol. 18, Núm. 6, pp. 1797-1806
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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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
2021
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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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Heart rate variability during wakefulness as a marker of obstructive sleep apnea severity
Sleep, Vol. 44, Núm. 5
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Wavelet analysis of overnight airflow to detect obstructive sleep apnea in children
Sensors, Vol. 21, Núm. 4, pp. 1-19
2020
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A machine learning-based test for adult sleep apnoea screening at home using oximetry and airflow
Scientific Reports, Vol. 10, Núm. 1
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Assessment of nocturnal autonomic cardiac imbalance in positional obstructive sleep apnea. A multiscale nonlinear approach
Entropy, Vol. 22, Núm. 12, pp. 1-17