Machine Learning to Predict Brain Amyloid Pathology in Pre-dementia Alzheimer’s Disease Using QEEG Features and Genetic Algorithm Heuristic

The use of positron emission tomography (PET) as the initial or sole biomarker of β-amyloid (Aβ) brain pathology may inhibit Alzheimer’s disease (AD) drug development and clinical use due to cost, access, and tolerability. We developed a qEEG-ML algorithm to predict Aβ pathology among subjective cog...

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Bibliographic Details
Main Authors: Nam Heon Kim, Dong Won Yang, Seong Hye Choi, Seung Wan Kang
Format: article
Language:EN
Published: Frontiers Media S.A. 2021
Subjects:
EEG
Online Access:https://doaj.org/article/434d140441cf4c15a15ea6ef0ba9e065
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