A Spectrogram-Based Deep Feature Assisted Computer-Aided Diagnostic System for Parkinson’s Disease

A Spectrogram-Based Deep Feature Assisted Computer-Aided Diagnostic System for Parkinson’s Disease

Parkinson's disease is a neural degenerative disease. It slowly progresses from mild to severe stage, resulting in the degeneration of dopamine cells of neurons. Due to the deficiency of dopamine cells in the brain, it leads to a motor (tremor, slowness, impaired posture) and non-motor (speech,...

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Bibliographic Details
Main Authors: Laiba Zahid, Muazzam Maqsood, Mehr Yahya Durrani, Maheen Bakhtyar, Junaid Baber, Habibullah Jamal, Irfan Mehmood, Oh-Young Song
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Parkinson disease
classification
deep features
speech signals
transfer learning
Online Access:https://ieeexplore.ieee.org/document/8999815/

Internet

https://ieeexplore.ieee.org/document/8999815/

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