Can a Smartphone Diagnose Parkinson Disease? A Deep Neural Network Method and Telediagnosis System Implementation

Parkinson’s disease (PD) is primarily diagnosed by clinical examinations, such as walking test, handwriting test, and MRI diagnostic. In this paper, we propose a machine learning based PD telediagnosis method for smartphone. Classification of PD using speech records is a challenging task owing to th...

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Bibliographic Details
Main Author: Y. N. Zhang
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:Parkinson's Disease
Online Access:http://dx.doi.org/10.1155/2017/6209703