Voice-Based Detection of Parkinson’s Disease through Ensemble Machine Learning Approach: A Performance Study

Nissar, Iqra and Rizvi, Danish and Masood, Sarfaraz and Mir, Aqib (2019) Voice-Based Detection of Parkinson’s Disease through Ensemble Machine Learning Approach: A Performance Study. EAI Endorsed Transactions on Pervasive Health and Technology.

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Abstract

INTRODUCTION: Parkinson's disease (PD) occurs due to the deficiency of dopamine that regulates various activities of
the human body. Researchers have identified that voice is an underlying symptom of PD. Recently, Machine learning
(ML) has helped in solving problems of computer vision, natural lan

Item Type: Article
Date Deposited: 04 Mar 2026 13:18
Last Modified: 12 Apr 2026 00:46
URI: http://eprints.eai.eu/id/eprint/29103

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