Using shallow neural networks with functional connectivity from EEG signals for early diagnosis of Alzheimer's and frontotemporal dementia

Ajra, Zaineb; Xu, Binbin; Dray, Gérard; Montmain, Jacky; Perrey, Stéphane

doi:10.3389/fneur.2023.1270405

Public

Using shallow neural networks with functional connectivity from EEG signals for early diagnosis of Alzheimer's and frontotemporal dementia

Published in Frontiers in Neurology • Oct 12, 2023

Authors:

Zaineb Ajra

Binbin Xu

Gérard Dray

Abstract

Introduction: Dementia is a neurological disorder associated with aging that can cause a loss of cognitive functions, impacting daily life. Alzheimer's disease (AD) is the most common cause of dementia, accounting for 50-70% of cases, while frontotemporal dementia (FTD) affects social skills and per...

Subject

Frontotemporal dementia

Electroencephalography

Dementia

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