Fernando Vaquerizo-Villar

EEG-Inception: A Novel Deep Convolutional Neural Network for Assistive ERP-Based Brain-Computer Interfaces

Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Fernando Vaquerizo-Villar et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2020 · 176 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Nocturnal Oximetry–based Evaluation of Habitually Snoring Children

Roberto Hornero, Gonzalo C. Gutiérrez‐Tobal, Mona F. Philby et al. · American Journal of Respiratory and Critical Care Medicine · 2017 · 120 citations · Full text

A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea

Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez‐Tobal et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 72 citations · Full text

A machine learning-based test for adult sleep apnoea screening at home using oximetry and airflow

Daniel Álvarez, Ana Cerezo-Hernández, Andrea Crespo et al. · Scientific Reports · 2020 · 66 citations · Full text

Heart rate variability during wakefulness as a marker of obstructive sleep apnea severity

Hua Qin, Brendan T Keenan, Diego R. Mazzotti et al. · SLEEP · 2021 · 54 citations · Full text

Sleep Disorders, Breathing Disorders, Sleep-related Breathing Disorder +18