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Beyond the Ground Truth, XGBoost Model Applied to Sleep Spindle Event Detection

Gurdiel, Enrique; Vaquerizo Villar, Fernando ; Gómez Pilar, Javier ; Gutierrez Tobal, Gonzalo César ; Campo Matias, Félix del ; Hornero Sánchez, Roberto (2025)
Heart rate variability analysis in comorbid insomnia and sleep apnea (COMISA)

Martín-Montero, Adrián; Vaquerizo-Villar, Fernando; García-Vicente, Clara; Gutiérrez-Tobal, Gonzalo C.; Penzel, Thomas; Hornero, Roberto (2025-05-21)
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)