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Shafiq Hussain

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Open access Aug 2026

Enhanced Parkinson's Disease Detection Through Multimodal Feature Fusion of Speech and Gait Signals Using an Optimized Ensemble Learning Framework

Parkinson's disease (PD) is a progressive disease affecting motor and non-motor skills, making primary and correct diagnosis critical in its clinical organization. The current diagnostic techniques have shown limited success, leading to the development of a proposed multimodal machine learning-based method to correct t...

Aleena Jamil, Adeen Amjad, Shafiq Hussain et al. · 0 citations

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