Machine Learning Revolutionizing Aging-Related Movement Disorder Diagnostics

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ORIGINAL RESEARCH

Published on 03 Dec 2025

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Bin Qin
Yisi Tang
Huixun Qin
Wen Gao
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Mingxiu Yang

doi 10.3389/fnagi.2025.1695806

365 views

ORIGINAL RESEARCH

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127 views

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Diagnostic classification of mild cognitive impairment in Parkinson's disease using subject-level stratified machine-learning analysis

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Yanfang Chen
Xiao Xie
Pengwei Wang
Hang Hu
Hongfang Han
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doi 10.3389/fnagi.2025.1687925

1,255 views

ORIGINAL RESEARCH

Published on 14 Oct 2025

Quantitative analysis of gait and balance using deep learning on monocular videos and the timed up and go test in idiopathic normal-pressure hydrocephalus

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Sangwook Kim
Hosang Yu
Sungmoon Jeong
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doi 10.3389/fnagi.2025.1644543

1,458 views

ORIGINAL RESEARCH

Published on 05 Sep 2025

Explainable machine learning for early detection of Parkinson’s disease in aging populations using vocal biomarkers

Bright Egbo
Zhanbota Nigmetolla
Naveed Ahmad Khan
Prashant K. Jamwal

doi 10.3389/fnagi.2025.1672971

2,645 views

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Frontiers in Aging Neuroscience

Frontiers in Aging Neuroscience

Parkinson’s Disease and Aging-related Movement Disorders

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