Showing cs.CLShow all
3 papers · 1 filter
cs.CL2025
Preserving Privacy, Increasing Accessibility, and Reducing Cost: An On-Device Artificial Intelligence Model for Medical Transcription and Note Generation
Johnson Thomas, Ayush Mudgal, Wendao Liu +3
Background: Clinical documentation represents a significant burden for healthcare providers, with physicians spending up to 2 hours daily on administrative tasks. Recent advances i…
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…