Design of an Optimized Feature Driven Severity Stage Classifier for Parkinson’s Disease Prediction Using Deep Learning

Design of an Optimized Feature Driven Severity Stage Classifier for Parkinson’s Disease Prediction Using Deep Learning

Parkinson’s Disease (PD) is a degenerative neurological condition that seriously affects both motor and non-motor abilities. Among many biomarkers, speech abnormalities have become a potential sign of PD as the disease affects the motor control of the vocal point. Therefore, speech data i...

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Bibliographic Details
Main Authors: K. Shyamala, T. M. Navamani
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Parkinson’s disease
deep learning
explainable artificial intelligence
stage classification
speech biomarker
KMeansSMOTE
Online Access:https://ieeexplore.ieee.org/document/11122434/
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https://ieeexplore.ieee.org/document/11122434/

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