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An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals

Jiménez García, Jorge; García Gadañón, María

; Gutiérrez Tobal, Gonzalo César; Kheirandish Gozal, Leila; Vaquerizo Villar, Fernando

; Álvarez González, Daniel; Campo Matias, Félix del

; Gozal, David; Hornero Sánchez, Roberto

(2024)

Unveiling the alterations in the frequency-dependent connectivity structure of MEG signals in mild cognitive impairment and Alzheimer’s disease

Rodríguez González, Víctor

; Núñez Novo, Pablo

; Gómez Peña, Carlos

; Hoshi, Hideyuki; Shigihara, Yoshihito; Hornero Sánchez, Roberto

; Poza Crespo, Jesús

(2024)

Derivation and validation of a blood biomarker score for 2-day mortality prediction from prehospital care: a multicenter, cohort, EMS-based study

Martín Rodríguez, Francisco

; Vaquerizo Villar, Fernando

; López Izquierdo, Raúl

; Castro Villamor, Miguel Ángel

; Sanz García, Ancor; Pozo Vegas, Carlos del

; Hornero Sánchez, Roberto

(2023)

MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research

Santamaría Vázquez, Eduardo; Martínez Cagigal, Víctor

; Marcos Martínez, Diego; Rodríguez Gonzílez, Víctor; Pérez Velasco, Sergio; Moreno Calderón, Selene; Hornero Sánchez, Roberto

(2023)

Pediatric sleep apnea: Characterization of apneic events and sleep stages using heart rate variability

Martín Montero, Adrián; Armañac Julián, Pablo; Gil, Eduardo; Kheirandish Gozal, Leila; Álvarez, Daniel; Lázaro, Jesús; Bailón, Raquel; Gozal, David; Laguna, Pablo; Hornero Sánchez, Roberto

; Gutiérrez Tobal, Gonzalo César (2023)

ITACA: An open-source framework for Neurofeedback based on Brain-Computer Interfaces

Marcos Martínez, Diego; Santamaría Vázquez, Eduardo; Martínez Cagigal, Víctor

; Pérez Velasco, Sergio; Rodríguez González, Víctor

; Martín Fernández, Ana; Moreno Calderón, Selene; Hornero Sánchez, Roberto

(2023)

Non-binary m-sequences for more comfortable brain–computer interfaces based on c-VEPs

Martínez Cagigal, Víctor

; Santamaría Vázquez, Eduardo; Pérez Velasco, Sergio; Marcos Martínez, Diego; Moreno Calderón, Selene; Hornero Sánchez, Roberto

(2023)

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 César; Calvo, Eva; Álvarez, Daniel; Kheirandish Gozal, Leila; Campo Matias, Félix del

; Hornero Sánchez, Roberto

(2023)

Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning

Santamaría Vázquez, Eduardo; Martínez Cagigal, Víctor

; Pérez Velasco, Sergio; Marcos Martínez, Diego; Hornero Sánchez, Roberto

(2022)

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