SVM-Based Gait Analysis and Classification for Patients with Parkinson’s Disease

Yuncheng Zheng,Yanhong Weng,Xiaoli Yang,Guofa Cai,Guoen Cai,Yang Song

2021 15th International Symposium on Medical Information and Communication Technology (ISMICT)（2021）

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摘要

The medical diagnosis of Parkinson’s disease (PD) mainly relies on doctors’ clinical experience and scoring scales, which may lead to erroneous judgments due to the differences of their clinical experience. Gait information, such as postural instability and bradykinesia, is a common symptom in PD. Gait analysis and classification is often adopted as a clinical tool for detecting and diagnosing PD....

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关键词

Parkinson’s disease,gait,Support vector ma-chines,Classification model,F -test,RFE

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