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 Longitu...

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Bibliographic Details
Main Authors: Ling Yue, Wu-gang Chen, Sai-chao Liu, Sheng-bo Chen, Shi-fu Xiao
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Aging Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2023.1267020/full