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Author

H. Abdullah

2 papers indexed here

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Open access Aug 2026

Implementation science-guided rollout of a standalone radiology clinical decision support system in a tertiary emergency department: findings from a pragmatic controlled before-after study

Radiological clinical decision support systems (CDSS) promote value-based healthcare and guide appropriate imaging; however, acceptance and uptake remain inconsistent. Suboptimal implementation can limit the effectiveness of CDSS, widening the research-practice gap. This study examined whether applying implementa...

Y. Tay, Wenlu Hou, Shane J. Foley et al. · 0 citations
Review Jul 2026

What Is Missing in Surgical Risk Stratification and Outcome Prediction: A Scoping Review of End-to-End Machine Learning Approaches

This scoping review characterizes ML pipelines for surgical risk stratification and outcome prediction using EHR data and identifies methodological gaps limiting clinically robust postoperative ML tools and provides a structured reference to support more rigorous, reproducible, and clinically meaningful ML development...

Yizhi Dong, Y. Ke, H. Abdullah et al. · 0 citations

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