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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)
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)
Toward the integration of mixed reality and brain-computer interfaces based on code-modulated visual evoked potentials

Moreno Calderón, Selene ; Martínez Cagigal, Víctor ; Martín Fernández, Ana; SantaMaría Vazquez, Eduardo ; Hornero Sánchez, Roberto (2025)
Calibration-free Ocular artifact reduction in EEG signals using a montage-independent deep learning model

Marcos Martínez, Diego ; Pérez Velasco, Sergio ; Martínez Cagigal, Víctor ; SantaMaría Vazquez, Eduardo ; Hornero Sánchez, Roberto (2025)
Effect of MAPT gene variations on the brain electrical activity: A multiplex network study

Maturana Candelas, Aaron ; Hornero Sánchez, Roberto ; Poza Crespo, Jesús ; Rodríguez González, Víctor ; Gutierrez De Pablo, Victor ; Pinto, Nádia; Rebelo, Miguel Ângelo; Gómez Peña, Carlos (2025)