TY  - JOUR 
AU  - Gutierrez De Pablo, Victor
AU  - Herrero Tudela, María
AU  - Sandonís Fernández, Marina
AU  - Poza Crespo, Jesús
AU  - Maturana Candelas, Aaron
AU  - Rodríguez González, Víctor
AU  - Tola Arribas, Miguel Ángel
AU  - Cano, Mónica
AU  - Hoshi, Hideyuki
AU  - Shigihara, Yoshihito
AU  - Hornero Sánchez, Roberto
AU  - Gómez, Carlos
PY  - 2025
SN  - 0208-5216
UR  - https://uvadoc.uva.es/handle/10324/78210
AB  - Dementia and mild cognitive impairment (MCI) due to Alzheimer’s disease (AD) are neurological pathologies
associated with disruptions in brain electromagnetic activity, typically studied using magnetoencephalography
(MEG) and electroencephalography...
LA  - eng
PB  - Elsevier
KW  - Alzheimer’s disease
KW  - Mild cognitive impairment
KW  - Machine learning
KW  - SHAP
KW  - Magnetoencephalography
KW  - Electroencephalography
KW  - Neurophysiological fingerprint
TI  - Integrative and interpretable framework to unveil the neurophysiological fingerprint of Alzheimer’s disease and mild cognitive impairment: A machine learning-SHAP approach
DO  - 10.1016/j.bbe.2025.05.011
ER  -