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Zi-Xing Wang

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Open access Sep 2026

Automated Brief Hospital Course Summarization in Cardiac Surgery Using a Lightweight Large Language Model-Based Framework: Development and Evaluation Study on the Medical Information Mart for Intensive Care-IV.

BACKGROUND Physician documentation requirements are a known contributor to clinician burnout, with the manual creation of brief hospital course (BHC) summaries being particularly time-consuming. Automating BHC summarization may mitigate this workload and reduce documentation errors. However, current natural language pr...

Xiao-Yuan Gao, Yang Wang, Zi-Xing Wang et al. · 0 citations

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