2023
DOI: 10.1109/jtehm.2023.3272796
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Parkinson’s Disease Diagnosis With Gait Characteristics Extracted Using Wavelet Transforms

Abstract: Objective: Parkinson's disease (PD) is a common neurodegenerative disorder among adult men and women. The analysis of abnormal gait patterns is among the most important techniques used in the early diagnosis of PD. The overall aim of this study is to identify PD patients using vertical ground reaction force (VGRF) data produced from subjects while walking at a normal pace. Methods and procedures: The current study proposes a novel set of features extracted on the basis of self-similar, correlation, and entropy… Show more

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Cited by 5 publications
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