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dementia diagnosis 1eeg analysis 1frequency bands 1graph neural networks 1variational inference 1

From the 1 of 13 linked papers with an AI index.

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20242026
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cs.LG2026

Variational Mixture of Graph Neural Experts for Alzheimer's Disease Recognition across Frequency Bands in EEG Brain Networks

Jun-En Ding, Anna Zilverstand, Shihao Yang +2

The paper introduces VMoGE, a variational mixture-of-experts model that uses graph neural networks to analyze EEG connectivity across multiple frequency bands for distinguishing Al…

cs.LG2025

Flexible and Explainable Graph Analysis for EEG-based Alzheimer's Disease Classification

Jing Wang, Jun-En Ding, Feng Liu +4

Alzheimer's Disease is a progressive neurological disorder that is one of the most common forms of dementia. It leads to a decline in memory, reasoning ability, and behavior, espec…