ROBERTO
HORNERO SANCHEZ
CATEDRATICOS DE UNIVERSIDAD
Publicaciones (444) Publicaciones de ROBERTO HORNERO SANCHEZ
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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Exploring the disruptions of the neurophysiological organization in Alzheimer's disease: An integrative approach
Computer Methods and Programs in Biomedicine, Vol. 250
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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
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Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values
Computer Methods and Programs in Biomedicine, Vol. 246
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Unveiling the alterations in the frequency-dependent connectivity structure of MEG signals in mild cognitive impairment and Alzheimer's disease
Biomedical Signal Processing and Control, Vol. 87
2023
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A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, Vol. 2023, pp. 1-4
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An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea
Computers in Biology and Medicine, Vol. 165
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Análisis de las alteraciones en la estructura neurofisiológica en la migraña
CASEIB 2023. Libro de Actas del XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Contribuyendo a la salud basada en valor
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Análisis múltiplex de la red funcional cerebral en sujetos con hiperintensidades de la sustancia blanca
CASEIB 2023. Libro de Actas del XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Contribuyendo a la salud basada en valor
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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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Assessing the Potential of Brain-Computer Interface Multiplayer Video Games using c-VEPs: A Pilot Study
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, Vol. 2023, pp. 1-4
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Bit-Wise Reconstruction of Non-binary Visual Stimulation Patterns from EEG Using Deep Learning: A Promising Alternative for User-Friendly High-Speed c-VEP-Based BCIs
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Characterization of Cardiopulmonary Coupling in Pediatric Patients with Obstructive Sleep Apnea
Computing in Cardiology
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Combining brain-computer interfaces and multiplayer video games: an application based on c-VEPs
Frontiers in Human Neuroscience, Vol. 17
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Comparación de múltiples redes neuronales convolucionales para el diagnóstico automático de la degeneración macular asociada a la edad usando retinografías
CASEIB 2023. Libro de Actas del XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Contribuyendo a la salud basada en valor
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Connectivity-based Meta-Bands: A new approach for automatic frequency band identification in connectivity analyses
NeuroImage, Vol. 280
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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
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ECG-ENET: Red neuronal convolucional explicable para la ayuda en el diagnóstico de la apnea del sueño infantil
CASEIB 2023. Libro de Actas del XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Contribuyendo a la salud basada en valor
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ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis
Computers in Biology and Medicine, Vol. 167
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Editorial: Unraveling sleep and its disorders using novel analytical approaches, volume II
Frontiers in Neuroscience