An explainable machine learning based prediction model for Alzheimer's disease in China longitudinal aging study

Alzheimer's disease (AD) is the most common cause of dementia. Accurate prediction and diagnosis of AD and its prodromal stage, i.e., mild cognitive impairment (MCI), is essential for the possible delay and early treatment for the disease. In this paper, we adopt the data from the China Longitudinal...

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Detalhes bibliográficos

Principais autores:	Ling Yue, Wu-gang Chen, Sai-chao Liu, Sheng-bo Chen, Shi-fu Xiao
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2023-11-01
coleção:	Frontiers in Aging Neuroscience
Assuntos:	Alzheimer's disease mild cognitive impairment ensemble learning feature selection explainable AI
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fnagi.2023.1267020/full
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