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A subject-based association network defines new pediatric sleep apnea phenotypes with different odds of recovery after treatment

Gutierrez Tobal, Gonzalo César

; Gómez Pilar, Javier

; Ferreira Santos, Daniela; Pereira Rodrigues, Pedro; Álvarez González, Daniel

; Campo Matias, Félix del

; Gozal, David; Hornero Sánchez, Roberto

(2026)

Combined explainable deep learning model to predict pediatric sleep apnea from ECG and SpO2

García Vicente, Clara; Gutiérrez Tobal, Gonzalo C.; Vaquerizo Villar, Fernando

; Martín Montero, Adrián

; Gozal, David; Hornero Sánchez, Roberto

(2026)

EEG biomarkers of cognitive load: Insights from incremental element encoding in short-term working memory

Pascual Roa, Beatriz; SantaMaría Vazquez, Eduardo

; Marcos Martínez, Diego

; Pérez Velasco, Sergio

; Ruiz Gálvez, Rubén; Martínez Cagigal, Víctor

; Hornero Sánchez, Roberto

(2026)

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)

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 for sleep staging in sleep apnea patients across all age subgroups from pulse oximetry signals

Vaquerizo Villar, Fernando

; Gutierrez Tobal, Gonzalo César

; Álvarez González, Daniel

; Martín Montero, Adrián

; Gozal, David; Hornero Sánchez, Roberto

(2025)

Enhancing user experience in c-VEP-based BCI: Effects of visual stimulus opacity on performance and visual fatigue

Martín Fernández, Ana; Martínez Cagigal, Víctor

; Moreno Calderón, Selene

; SantaMaría Vazquez, Eduardo

; Hornero Sánchez, Roberto

(2025)

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)

Reevaluating performance in c-VEP BCIs: The impact of calibration time

Martínez Cagigal, Víctor

; SantaMaría Vazquez, Eduardo

; Pérez Velasco, Sergio

; Martín Fernández, Ana; Hornero Sánchez, Roberto

(2025)

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