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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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