Classification and visualization tool for gait analysis of Parkinson's disease

There is no standard diagnostic test for Parkinson's Disease. In this paper, we propose a data mining based statistical diagnostic method towards a standard and accurate diagnostic test. The result shows the proposed regression formula, which only requires patient's stride data, can provid...

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Bibliographic Details
Main Authors: Pun, U. Kit, Huanying Gu, Ziqian Dong, Artan, N. Sertac
Format: Conference Proceeding
Language:English
Subjects:
classification
Data visualization
Parkinson's disease
PD control
Three-dimensional displays
visualization
Online Access:Get full text
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Summary:There is no standard diagnostic test for Parkinson's Disease. In this paper, we propose a data mining based statistical diagnostic method towards a standard and accurate diagnostic test. The result shows the proposed regression formula, which only requires patient's stride data, can provide a 90% accuracy to diagnose PD patients.
ISSN:1557-170X
2694-0604
DOI:10.1109/EMBC.2016.7591215