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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)
Integrative and interpretable framework to unveil the neurophysiological fingerprint of Alzheimer’s disease and mild cognitive impairment: A machine learning-SHAP approach

Gutierrez De Pablo, Victor ; Herrero Tudela, María ; Sandonís Fernández, Marina; Poza Crespo, Jesús ; Maturana Candelas, Aaron ; Rodríguez González, Víctor ; Tola Arribas, Miguel Ángel ; Cano, Mónica; Hoshi, Hideyuki; Shigihara, Yoshihito; Hornero Sánchez, Roberto ; Gómez, Carlos (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)
Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values

Pérez Velasco, Sergio ; Marcos Martínez, Diego ; SantaMaría Vazquez, Eduardo ; Martínez Cagigal, Víctor ; Moreno Calderón, Selene ; Hornero Sánchez, Roberto (2024)
Reliability of Machine Learning to diagnose pediatric obstructive sleep apnea: systematic review and meta-analysis

Gutierrez Tobal, Gonzalo César ; Álvarez González, Daniel ; Kheirandish Gozal, Leila; Campo Matias, Félix del ; Gozal, David; Hornero Sánchez, Roberto (2022)

Grupo de Ingeniería Biomédica: Recent submissions

Effect of MAPT gene variations on the brain electrical activity: A multiplex network study ﻿

Integrative and interpretable framework to unveil the neurophysiological fingerprint of Alzheimer’s disease and mild cognitive impairment: A machine learning-SHAP approach ﻿

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

Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values ﻿

Reliability of Machine Learning to diagnose pediatric obstructive sleep apnea: systematic review and meta-analysis ﻿

Effect of MAPT gene variations on the brain electrical activity: A multiplex network study

Integrative and interpretable framework to unveil the neurophysiological fingerprint of Alzheimer’s disease and mild cognitive impairment: A machine learning-SHAP approach

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

Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values

Reliability of Machine Learning to diagnose pediatric obstructive sleep apnea: systematic review and meta-analysis