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Reliability of Machine Learning to Diagnose Pediatric Obstructive Sleep Apnea: Systematic Review and Meta-Analysis

Gutierrez-Tobal, Gonzalo C.; Álvarez, Daniel; Kheirandish Gozal, Leila; Campo Matias, Félix del ; Gozal, David; Hornero Sánchez, Roberto (2022)
Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults

Gutierrez-Tobal, Gonzalo C.; Álvarez, Daniel; Vaquerizo Villar, Fernando ; Crespo, Andrea; Kheirandish Gozal, Leila; Gozal, David; del Campo, Félix; Hornero Sánchez, Roberto (2021)
Linear and nonlinear analysis of airflow recordings to help in sleep apnoea–hypopnoea syndrome diagnosis

Gutiérrez Tobal, Gonzalo César; Hornero Sánchez, Roberto ; Álvarez, Daniel; Marcos, José Víctor; Campo Matias, Félix del (2012)
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)
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)