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Xiao-Lei Yuan

2 papers indexed here

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Meta-analysis Open access Aug 2026

The Improvement Effects of Virtual Reality-Assisted Exercise Training on Motor and Psychiatric Symptoms in Patients With Parkinson’s Disease: A Meta-Analysis of Randomized Controlled Trials

VR-assisted exercise training effectively improves comprehensive motor function, specific cognition and depressive mood in patients with Parkinson’s disease, and routine clinical recommendation requires further evidence from extended follow-up studies.

Hanwen Zhang, Xiao-Lei Yuan · 0 citations
Open access Sep 2026

Toward Interpretable Voice-Based Parkinson’s Disease Screening via Joint Transfer Function–Feature–Classifier–Ensemble Selection

A machine learning pipeline for voice-based PD screening built on the Competitive Swarm Optimizer, which jointly searches the acoustic feature subset, classifier configuration, and binarization transfer function, instead of optimizing the feature subset alone as most prior pipelines do, supports voice-based, metaheuris...

Xiao-Lei Yuan, Xin-Yue Zhang, Hui Xu et al. · 0 citations

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