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    Hybrid preprocessing and ensemble classification for enhanced detection of Parkinson's disease using multiple speech signal databases

    Hybrid preprocessing and ensemble classification for enhanced detection of Parkinson's disease using multiple speech signal databases by Ling-Chun Sun, Chun-Wei Tseng, Ke-Feng Lin, Ping-Nan Chen

    Published 2025-06-01

    Objective With the increasing prevalence of Parkinson's disease (PD) and the development of PD-based acoustic recording databases, this study aims to evaluate the feasibility of using an ensemble-based machine learning (ML) approach to detect PD across diverse acoustic datasets. Methods We util...

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