Predicting Cognitive Decline in Motoric Cognitive Risk Syndrome Using Machine Learning Approaches

Predicting Cognitive Decline in Motoric Cognitive Risk Syndrome Using Machine Learning Approaches

<b>Background</b>: Motoric Cognitive Risk Syndrome (MCR), defined by the co-occurrence of subjective cognitive complaints and slow gait, is recognized as a preclinical risk state for cognitive decline. However, not all individuals with MCR experience cognitive deterioration, making early...

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Bibliographic Details
Main Authors: Jin-Siang Shaw, Ming-Xuan Xu, Fang-Yu Cheng, Pei-Hao Chen
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Diagnostics
Subjects:
motoric cognitive risk syndrome
cognitive change
gait disorders
machine learning
support vector machine
feature ranking
Online Access:https://www.mdpi.com/2075-4418/15/11/1338
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