Author

Akef Obeidat

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Open access Oct 2026

Parkinson’s disease mortality in the United States, 1999–2025: a national multiple-cause-of-death analysis with projections to 2030

Parkinson’s disease (PD) is the second most common neurodegenerative disorder in the United States and a growing driver of late-life disability and death. We characterized U.S. PD-related mortality from 1999 to 2025 and projected it to 2030. In this serial cross-sectional analysis of CDC WONDER Multiple Caus...

Eshal Atif, Vishan Das, Mazhar Ali et al. · Frontiers in Neurology · 0 citations

Review Open access Jul 2026

Agreement, calibration, and failure of three large language models as high-stakes multimodal ospe graders: a comparative psychometric analysis

Strong rank-order correlation alone does not support LLM grading for categorical decisions in high-stakes assessment contexts, and item-level gap analysis highlighted three recurring divergence patterns: non-standard histological staining, three-dimensional spatial reasoning from two-dimensional images, and semantic in...

S. Akhund, S. Qazi, Muhammad Atif Mazhar et al. · Medical Education Online · 1 citation