Early Diagnosis of Alzheimer’s Disease in Human Participants Using EEGConformer and Attention-Based LSTM During the Short Question Task

Early Diagnosis of Alzheimer’s Disease in Human Participants Using EEGConformer and Attention-Based LSTM During the Short Question Task

<b>Background/Objectives</b>: Alzheimer’s disease (AD) is a progressive neurodegenerative disorder advancing through subjective cognitive decline (SCD), mild cognitive impairment (MCI), and dementia, making early diagnosis crucial. Electroencephalography (EEG) is a non-invasive, cost-eff...

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Bibliographic Details
Main Authors: Seul-Kee Kim, Jung Bin Kim, Hayom Kim, Laehyun Kim, Sang Hee Kim
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Diagnostics
Subjects:
Alzheimer’s disease
subjective cognitive decline
cognitive task
EEG
deep learning
mild cognitive impairment
Online Access:https://www.mdpi.com/2075-4418/15/4/448
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