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Parkinson Disease Detection Using Machine Learning Algorithms

Journal: International Journal of Science and Research (IJSR) (Vol.10, No. 6)

Publication Date:

Authors : ; ; ;

Page : 314-318

Keywords : Parkinson's Disease; Machine Learning; Computer Science; KNN; SVM; Regression; RF; Decision Tree;

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Parkinson's disease is a global public health concern. Nerve cells, the building blocks of the nervous system in the brain stop producing when they are damaged. Thus, less dopamine is produced that inhibits motor skills and speech. Voice changes in the first stage before brain cells are affected, hence helps identify Parkinson's disease in the early stages and therefore prevent brain cell damage that can lead to reduced fusion and movement. Introduction of different ML algorithms for classification of Parkinson's disease is presented.

Last modified: 2021-07-05 13:46:22