FERNANDO
VAQUERIZO VILLAR
Investigador en el periodo 2015-2023
Andrea
Crespo Sedano
Publicaciones en las que colabora con Andrea Crespo Sedano (22)
2021
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Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults
Applied Soft Computing, Vol. 111
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
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Automatic Assessment of Pediatric Sleep Apnea Severity Using Overnight Oximetry and Convolutional Neural Networks
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2018
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Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
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Detrended fluctuation analysis of the oximetry signal to assist in paediatric sleep apnoea-hypopnoea syndrome diagnosis
Physiological Measurement, Vol. 39, Núm. 11
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Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
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Pulse rate variability analysis to enhance oximetry as at-home alternative for sleep apnea diagnosing
IFMBE Proceedings
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Symbolic dynamics to enhance diagnostic ability of portable oximetry from the Phone Oximeter in the detection of paediatric sleep apnoea
Physiological Measurement, Vol. 39, Núm. 10
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Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings
Computer Methods and Programs in Biomedicine, Vol. 156, pp. 141-149
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Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome
PLoS ONE, Vol. 13, Núm. 12
2017
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A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
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Análisis de diferencias de segundo orden aplicado a la señal de flujo aéreo monocanal para la ayuda al diagnóstico del síndrome de la apnea-hipopnea del sueño en niños
XXXV Congreso anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas
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Análisis de fluctuaciones sin tendencias (DFA) en los registros de oximetría para la ayuda en el diagnóstico del síndrome de la apnea-hipopnea del sueño infantil
XXXV Congreso anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas
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Automated detection of childhood sleep apnea using discrete wavelet transform of nocturnal oximetry and anthropometric variables
European Respiratory Society International Congress
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Irregularity and variability analysis of airflow recordings to facilitate the diagnosis of paediatric sleep apnoea-hypopnoea syndrome
Entropy, Vol. 19, Núm. 9
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Multiscale entropy analysis of unattended oximetric recordings to assist in the screening of paediatric sleep apnoea at home
Entropy, Vol. 19, Núm. 6
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Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2016
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Análisis de la señal de oximetría mediante la densidad espectral de potencia y bispectrum en la ayuda al diagnóstico de la apnea infantil
CASEIB 2016 XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas
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Análisis espectral de la señal de flujo aéreo como ayuda al diagnóstico del síndrome de apnea-hipopnea del sueño en niños
CASEIB 2016 XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas