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Predictive modeling of motor symptom severity and stage classification in Parkinson's disease using machine learning

Siying Li1, Fei Mo2, Xiongjie Huang2

  • 1The Department of Neurology; Guangdong Provincial Key Laboratory of Major Obstetric Diseases; Guangdong Provincial Clinical Research Center for Obstetrics and Gynecology, The Third Affiliated Hospital, Guangzhou Medical University, Guangzhou, 510150, PR China.

BMC Neurology
|November 26, 2025
PubMed
Abstract

No abstract available in PubMed .

Keywords:
DNNDeep learningMachine learningParkinson’s diseaseSerological biomarkersUPDRSXGBoost

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