Parkinson’s Disease Diagnosis in Cepstral Domain Using MFCC and Dimensionality Reduction with SVM Classifier

Parkinson’s disease (PD) is one of the most common and serious neurological diseases. Impairments in voice have been reported to be the early biomarkers of the disease. Hence, development of PD diagnostic tool will help early diagnosis of the disease. Additionally, intelligent system developed for b...

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Bibliographic Details
Published in:	Mobile information systems Vol. 2021; pp. 1 - 10
Main Authors:	Rahman, Atiqur, Rizvi, Sanam Shahla, Khan, Aurangzeb, Afzaal Abbasi, Aaqif, Khan, Shafqat Ullah, Chung, Tae-Sun
Format:	Journal Article
Language:	English
Published:	Amsterdam Hindawi 2021 John Wiley & Sons, Inc
Subjects:	Accuracy Algorithms Alzheimer's disease Automation Biomarkers Classification Control equipment Datasets Diagnosis Discriminant analysis Feature extraction Feature selection Machine learning Methods Neural networks Neurological diseases Parkinson's disease Reduction REM sleep Signal processing Support vector machines Voice
ISSN:	1574-017X, 1875-905X
Online Access:	Get full text
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