Exploring Task-Related EEG for Cross-Subject Early Alzheimer’s Disease Susceptibility Prediction in Middle-Aged Adults Using Multitaper Spectral Analysis

Exploring Task-Related EEG for Cross-Subject Early Alzheimer’s Disease Susceptibility Prediction in Middle-Aged Adults Using Multitaper Spectral Analysis

The early prediction of Alzheimer’s disease (AD) risk in healthy individuals remains a significant challenge. This study investigates the feasibility of task-state EEG signals for improving detection accuracy. Electroencephalogram (EEG) data were collected from the Multi-Source Interference Task (MS...

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Bibliographic Details
Main Authors: Ziyang Li, Hong Wang, Jianing Song, Jiale Gong
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Sensors
Subjects:
AD detection
cross-subject
task-state EEG
multitaper
machine learning
Online Access:https://www.mdpi.com/1424-8220/25/1/52
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