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Hideyuki Hoshi

Hokuto Hospital

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Scholarly Papers (1)

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Towards An Integrative and Interpretable Framework to Unveil the Neurophysiological Fingerprint of Alzheimer's Disease and Mild Cognitive Impairment: A Machine Learning-SHAP Approach

Number of pages: 16 Posted: 26 Feb 2025 Last Revised: 22 Apr 2025
Víctor Gutiérrez-de Pablo, María Herrero-Tudela, Marina Sandonís-Fernández, Jesus Poza Crespo, Aarón Maturana-Candelas, Victor Rodríguez-González, Miguel Ángel Tola-Arribas, Mónica Cano, Hideyuki Hoshi, Yoshihito Shigihara, Roberto Hornero and Carlos Gomez Pena
University of Valladolid - ETSI Telecomunicación, University of Valladolid, University of Valladolid, University of Valladolid, University of Valladolid, University of Valladolid, Hospital Universitario Río Hortega, Hospital Universitario Río Hortega, Hokuto Hospital, Hokuto Hospital, University of Valladolid and University of Valladolid
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Alzheimer's Disease, Mild Cognitive Impairment, Machine Learning, SHAP, Magnetoencephalography, Electroencephalography, Neurophysiological Fingerprint