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cs.CL2025
A Large Language Model Based Pipeline for Review of Systems Entity Recognition from Clinical Notes
Hieu Nghiem, Zhuqi Miao, Hemanth Reddy Singareddy +5
Objective: Develop a cost-effective, large language model (LLM)-based pipeline for automatically extracting Review of Systems (ROS) entities from clinical notes. Materials and Meth…
cs.CL2025
Extracting Patient History from Clinical Text: A Comparative Study of Clinical Large Language Models
Hieu Nghiem, Tuan-Dung Le, Suhao Chen +7
Extracting medical history entities (MHEs) related to a patient's chief complaint (CC), history of present illness (HPI), and past, family, and social history (PFSH) helps structur…