Deep Learning-Based Parkinson’s Disease Classification Using Vocal Feature Sets

Deep Learning-Based Parkinson’s Disease Classification Using Vocal Feature Sets

Parkinson's Disease (PD) is a progressive neurodegenerative disease with multiple motor and non-motor characteristics. PD patients commonly face vocal impairments during the early stages of the disease. So, diagnosis systems based on vocal disorders are at the forefront on recent PD detection s...

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Bibliographic Details
Main Author: Hakan Gunduz
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks
deep learning
health informatics
Parkinson’s disease classification
vocal features
Online Access:https://ieeexplore.ieee.org/document/8807125/

Internet

https://ieeexplore.ieee.org/document/8807125/

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