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Towards Automated and Marker-Less Parkinson Disease Assessment - Predicting UPDRS Scores Using Sit-Stand Videos.

CVPR Workshops, pp.3841-3849, (2021)

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This paper presents a novel deep learning enabled, video based analysis framework for assessing the Unified Parkinsons Disease Rating Scale (UPDRS) that can be used in the clinic or at home. We report results from comparing the performance of the framework to that of trained clinicians on a population of 32 Parkinsons disease (PD) patie...More

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Author
Deval Mehta
Deval Mehta
Umar Asif
Umar Asif
Tian Hao
Tian Hao
Erhan Bilal
Erhan Bilal
Stefan Von Cavallar
Stefan Von Cavallar
Stefan Harrer
Stefan Harrer
Jeffrey Rogers
Jeffrey Rogers
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