Author

Muhammad Arman

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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. · Machines and Algorithms · 0 citations

Open access Aug 2026

SmartFire Vision: An Attention-Pruned Hybrid Vision Transformer and Detection Transformer Framework for Accurate, Efficient, and Real-Time Fire and Smoke Detection in Smart City Video Surveillance

The SmartFire Vision framework provides a highly capable and computationally efficient means of fire detection, is particularly beneficial for CCTV-based smart city surveillance, and shows promising computational efficiency on desktop-class GPUs, though dedicated edge-hardware validation remains a direction for future...

Muhammad Azhar, Muhammad Arman, Asma Iqbal et al. · Information · 0 citations