An automatic non-invasive method for Parkinson's disease classification

• Published in: Computer methods and programs in biomedicine Vol. 145; pp. 135 - 145
• Main Authors: Joshi, Deepak, Khajuria, Aayushi, Joshi, Pradeep
• Format: Journal Article
• Language: English
• Published: Ireland Elsevier B.V 01.07.2017
• Subjects: Gait; Gait variables; Humans; Internal Medicine; Other; Parkinson Disease - classification; Parkinson Disease - diagnosis; Parkinson's disease; Support Vector Machine; Wavelet Analysis; Wavelets; Wavelets; Parkinson's disease; Support vector machine; Gait variables

•Gait Analysis based non-invasive identification of Parkinson subjects.•Wavelet based feature extraction using gait variables.•100% classification accuracy using all spatio-temporal variables together. The automatic noninvasive identification of Parkinson's disease (PD) is attractive to clinici...