Enhancing Parkinson's Disease Detection by Combining SMOTE and Feature Selection for Improved Machine Learning Classification Using Voice Recordings.

Parkinson's disease (PD) presents significant diagnostic challenges, particularly in its early stages when timely intervention is most effective. Voice analysis offers a noninvasive approach for early detection but faces challenges of class imbalance…

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