PD_EBM: An Integrated Boosting Approach Based on Selective Features for Unveiling Parkinson's Disease Diagnosis With Global and Local Explanations

PD_EBM: An Integrated Boosting Approach Based on Selective Features for Unveiling Parkinson's Disease Diagnosis With Global and Local Explanations

ABSTRACT Early detection and characterization are crucial for treating and managing Parkinson's disease (PD). The increasing prevalence of PD and its significant impact on the motor neurons of the brain impose a substantial burden on the healthcare system. Early‐stage detection is vital for imp...

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Bibliographic Details
Main Authors: Fahmida Khanom, Mohammad Shorif Uddin, Rafid Mostafiz
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Engineering Reports
Subjects:
boosting machine
explainable AI
LDA
LIME
Parkinson's disease
SHAP
Online Access:https://doi.org/10.1002/eng2.13091
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