PARK: Parkinson's Analysis with Remote Kinetic-tasks

We present a web-based framework to screen for Parkinson's disease (PD) by allowing users to perform neurological tests in their homes. Our web framework guides the users to complete three tasks involving speech, facial expression, and finger movements. The task videos are analyzed to classify...

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Bibliographic Details
Published in:arXiv.org 2023-11
Main Authors: Md Saiful Islam, Lee, Sangwu, Abdelrahman Abdelkader, Park, Sooyong, Hoque, Ehsan
Format: Article
Language:English
Subjects:
Parkinson's disease
Online Access:Get full text
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Summary:We present a web-based framework to screen for Parkinson's disease (PD) by allowing users to perform neurological tests in their homes. Our web framework guides the users to complete three tasks involving speech, facial expression, and finger movements. The task videos are analyzed to classify whether the users show signs of PD. We present the results in an easy-to-understand manner, along with personalized resources to further access to treatment and care. Our framework is accessible by any major web browser, improving global access to neurological care.
ISSN:2331-8422