Machine Learning-based Gait Analysis for Recognition of Amnestic Mild Cognitive Impairment and Alzheimer's Disease

Background The prevalence of age-related cognitive impairment, including dementia, has significantly increased with population aging. It has been shown that cognitive function is associated with gait status. Previously, researchers used statistical analysis methods instead of machine learning method...

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Bibliografiske detaljer

Hovedforfatter:	TAO Shuai, HAN Xing, KONG Liwen, WANG Zumin, XIE Haiqun
Format:	Artigo
Sprog:	Chinês
Udgivet:	Chinese General Practice Publishing House Co., Ltd 2022-11-01
Serier:	Zhongguo quanke yixue
Fag:	cognitive dysfunction|amnestic mild cognitive impairment|alzheimer's disease|gait analysis|random forest|gradient boosting decision tree
Online adgang:	https://www.chinagp.net/fileup/1007-9572/PDF/zx20220437.pdf
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