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Author

Ahmad Alshammari

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Review Sep 2026

Parkinson's disease diagnosis using machine learning and multimodal biomarkers: A systematic review.

Parkinson's disease (PD) is the second most common neurodegenerative disorder and the fastest-growing neurological condition globally, with an estimated 10.5 million people living with PD in 2026 and projections exceeding 14.2 million by 2040 according to the World Health Organization. Despite this staggering burden, d...

Muhammad Imran Khan, A. Imran, A. Alshammari · 0 citations
Open access Aug 2026

Ensemble attention deep network for imbalanced silicon wafer defect inspection

Automated silicon wafer defect inspection is critical for sustaining yield and reliability in semiconductor manufacturing. Traditional image processing and feature engineering approaches struggle with complex and evolving defect patterns, while deep learning methods, although effective, increase computational cost and...

Uzma Batool, Zahid Iqbal, M. I. Shapiai et al. · 0 citations
Open access Jul 2026

Neural-network-inspired federated coordination for noise-tolerant distributed optimization in cyber-physical demand-side management

The results show that hierarchical feedback, bounded unit influence, stochastic aggregation, and compressed message passing can support stable privacy-preserving distributed coordination in distributed agent networks.

Atef Gharbi, Ahmad Alshammari, Nasser S. Albalawi et al. · 0 citations

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