Author

Mohammed Moro

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Review Open access Oct 2026

CLINES: Clinical LLM-based Information Extraction and Structuring Agent

Abstract Objective Clinical narratives in electronic health records (EHRs) hold diagnostic, therapeutic and temporal information often missing from structured fields; manual chart review remains the de facto standard but is slow, costly and variable. We aimed to develop and evaluate Clinical LLM‑based Information Extra...

Zong-Xin Yang, Hong-Yi Yuan, Raheel Sayeed et al. · BMJ digital health & AI · 1 citation

Open access Aug 2026

Knowledge graph-guided multiple sclerosis identification and therapeutic trend analysis: Real-world evidence from two large healthcare systems

An unsupervised phenotyping algorithm is developed that leverages a publicly available knowledge graph and informative EHR features to identify patients with MS and achieves robust performance in predicting MS diagnosis, highlighting distinct temporal shifts in the complex MS therapeutic landscape toward higher-effecti...

Zi-Ming Gan, Wen Zhu, Wei-Jing Tang et al. · PLOS Digital Health · 0 citations