A Decision Support System For Early Stage Parkinson's Diagnosis from EEG Data Using Symbolic Mutual Information and KAC Features

Parkinson's disease (PD) is a serious neurological disease that is threatening the whole world population. The devolution of the neurons located in the substanstia nigra of the brain causes, bradykinesia, rigidity and resting tremor, which are characteristic motor symptoms, occuring in advanced...

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Bibliographic Details

Published in:	Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi Vol. 28; no. 5; pp. 912 - 923
Main Authors:	Baki, Neslihan, Gürsel Özmen, Nurhan
Format:	Journal Article
Language:	English
Published:	Sakarya University 25.10.2024
Subjects:	electroencephalography extreme gradient boosting algorithm kolmogorov algorithmic complexity (kac) parkinson weighted symbolic mutual information (wsmi)
ISSN:	2147-835X, 2147-835X
Online Access:	Get full text
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