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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...

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Bibliografische gegevens
Gepubliceerd in:Parkinsons Dis
Hoofdauteur: Zhang, Y. N.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Hindawi 2017
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5624169/
https://ncbi.nlm.nih.gov/pubmed/29075547
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/6209703
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