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Performance, Transparency and Time. Feature selection to speed up the diagnosis of Parkinson's disease. (arXiv:2206.03716v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
Accurate and early prediction of a disease allows to plan and improve a
patient's quality of future life. During pandemic situations, the medical
decision becomes a speed challenge in which physicians have to act fast to
diagnose and predict the risk of the severity of the disease, moreover this is
also of high priority for neurodegenerative diseases like Parkinson's disease.
Machine Learning (ML) models with Features Selection (FS) techniques can be
applied to help physicians to quickly diagnose a disease. …
arxiv diagnosis disease feature feature selection lg parkinson's parkinson's disease performance time transparency