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Diagnosis of Parkinson's Disease Based on Voice Signals Using SHAP and Hard Voting Ensemble Method. (arXiv:2210.01205v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
Background and Objective: Parkinson's disease (PD) is the second most common
progressive neurological condition after Alzheimer's, characterized by motor
and non-motor symptoms. Developing a method to diagnose the condition in its
beginning phases is essential because of the significant number of individuals
afflicting with this illness. PD is typically identified using motor symptoms
or other Neuroimaging techniques, such as DATSCAN and SPECT. These methods are
expensive, time-consuming, and unavailable to the general public; furthermore,
they are not very accurate. These …
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