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An Explainable Deep-Learning Approach to Detect Pediatric Sleep Apnea From Single-Channel Airflow

Barroso-García, Verónica; Vaquerizo-Villar, Fernando; Gutiérrez-Tobal, Gonzalo C.; Dayyat, Ehab; Gozal, David; Leppänen, Timo; Hornero, Roberto (2025-10-24)
An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea

Vaquerizo-Villar, Fernando; Gutiérrez-Tobal, Gonzalo C.; Calvo, Eva; Álvarez, Daniel; Kheirandish-Gozal, Leila; del Campo, Félix; Gozal, David; Hornero, Roberto (2023-10)
Detrended fluctuation analysis of the oximetry signal to assist in paediatric sleep apnoea–hypopnoea syndrome diagnosis

Vaquerizo-Villar, Fernando; Álvarez, Daniel; Kheirandish-Gozal, Leila; Gutiérrez-Tobal, Gonzalo C; Barroso-García, Verónica; Crespo, Andrea; del Campo, Félix; Gozal, David; Hornero, Roberto (2018-11-13)
Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings

Vaquerizo-Villar, Fernando; Álvarez, Daniel; Kheirandish-Gozal, Leila; Gutiérrez-Tobal, Gonzalo César; Barroso-García, Verónica; Crespo, Andrea; del Campo, Félix; Gozal, David; Hornero, Roberto (2018-03)
Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome

Vaquerizo-Villar, Fernando; Álvarez, Daniel; Kheirandish-Gozal, Leila; Gutiérrez-Tobal, Gonzalo C.; Barroso-García, Verónica; Crespo, Andrea; del Campo, Félix; Gozal, David; Hornero, Roberto (2018-12-07)