A Novel Artificial-Intelligence-Based Approach for Classification of Parkinson’s Disease Using Complex and Large Vocal Features

A Novel Artificial-Intelligence-Based Approach for Classification of Parkinson’s Disease Using Complex and Large Vocal Features

Parkinson’s disease (PD) affects a large proportion of elderly people. Symptoms include tremors, slow movement, rigid muscles, and trouble speaking. With the aging of the developed world’s population, this number is expected to rise. The early detection of PD and avoiding its severe consequences req...

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Bibliographic Details
Main Authors: Rahul Nijhawan, Mukul Kumar, Sahitya Arya, Neha Mendirtta, Sunil Kumar, S. K. Towfek, Doaa Sami Khafaga, Hend K. Alkahtani, Abdelaziz A. Abdelhamid
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Biomimetics
Subjects:
neural network
transformer
Parkinson’s disease
dysphonia measures
unbalanced class
tabular data
Online Access:https://www.mdpi.com/2313-7673/8/4/351

Internet

https://www.mdpi.com/2313-7673/8/4/351

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