Review
Open access
Sep 2026
Beyond ICD Codes: Fine-Tuning LLMs for In-Hospital Cardiac Arrest Identification from EHR Notes
Background: Identification of in-hospital cardiac arrest (IHCA) through manual chart abstraction is the gold standard, but its time-consuming and resource-intensive, which naturally limits its practicality. Diagnostic codes provide an accessible automated alternative, but prior work has shown this method of extraction...
D. Weissenbacher, J. Vo, A. Uy-Evanado et al.
· medRxiv · 0 citations