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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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Detalles Bibliográficos
Autores principales: Kim, Nam Heon, Yang, Dong Won, Choi, Seong Hye, Kang, Seung Wan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8632633/
https://www.ncbi.nlm.nih.gov/pubmed/34867252
http://dx.doi.org/10.3389/fncom.2021.755499