JAVIER
GOMEZ PILAR
PROFESOR CONTRATADO DOCTOR
GONZALO CESAR
GUTIERREZ TOBAL
PROFESORA/PROFESOR PERMANENTE LABORAL
Publicaciones en las que colabora con GONZALO CESAR GUTIERREZ TOBAL (15)
2022
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Conventional Machine Learning Methods Applied to the Automatic Diagnosis of Sleep Apnea
Advances in experimental medicine and biology, Vol. 1384, pp. 131-146
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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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Slow EEG Oscillation to Characterize Pediatric Sleep Apnea and Associated Cognitive Impairments
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, Vol. 2022, pp. 2957-2960
2021
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Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker
Frontiers in Neuroscience, Vol. 15
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Spectral and temporal characterization of sleep spindles - methodological implications
Journal of Neural Engineering, Vol. 18, Núm. 3
2020
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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
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Intraindividual Characterization of the Sleep Spindle Variability in Healthy Subjects
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
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Network Analysis on Overnight EEG Spectrum to Assess Relationships Between Paediatric Sleep Apnoea and Cognition
IFMBE Proceedings
2019
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I Jornada para alumnos de trabajo fin de grado (TFG) y trabajo fin de máster (TFM)
Ediciones Universidad de Valladolid (EdUVa)
2015
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Assessment of time and frequency domain entropies to detect sleep apnoea in heart rate variability recordings from men and women
Entropy, Vol. 17, Núm. 1, pp. 123-141
2014
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Adaboost classification to detect sleep apnea from airflow recordings
IFMBE Proceedings
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Applying variable ranking to oximetric recordings in sleep apnea diagnosis
IFMBE Proceedings
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Classification methods from heart rate variability to assist in SAHS diagnosis
IFMBE Proceedings
2013
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Assessment of spectral bands of interest in airflow signal to assist in sleep apnea-hypopnea syndrome diagnosis
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS