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Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video. (arXiv:2207.06828v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
Parkinson's disease (PD) is a progressive neurodegenerative disorder that
results in a variety of motor dysfunction symptoms, including tremors,
bradykinesia, rigidity and postural instability. The diagnosis of PD mainly
relies on clinical experience rather than a definite medical test, and the
diagnostic accuracy is only about 73-84% since it is challenged by the
subjective opinions or experiences of different medical experts. Therefore, an
efficient and interpretable automatic PD diagnosis system is valuable for
supporting clinicians with more robust diagnostic decision-making. …
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