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Amrita Naik

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Open access Nov 2026

Early Diagnosis of Parkinson's Disease Through Voice Analysis and Machine Learning

: Parkinson’s Disease (PD) is a progressive neurological disorder, and its prevalence has increased considerably in recent years. Early and accurate diagnosis plays a crucial role in effective treatment, but identifying the disease in its early stages remains challenging, especially for non-specialist clinicians. This...

Amrita Naik, Mohd Sahil Khan, Akhilesh Manoj Saraf et al. · 0 citations

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