Feasibility of Using Large Language Models for Structured Medication Extraction from Clinical Text: A Comparative Analysis of Zero-Shot and Few-Shot Paradigms.

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Title: Feasibility of Using Large Language Models for Structured Medication Extraction from Clinical Text: A Comparative Analysis of Zero-Shot and Few-Shot Paradigms.
Authors: Schulte, Evan1, Abusharkh, Mohamed1,2, mohamedabusharkh@ferris.edu, Dahal, Kushal1,2, Klepser, Michael2, Sohn, Minji2
Source: Applied Sciences (2076-3417); Mar2026, Vol. 16 Issue 5, p2300, 18p
Database: Applied Science & Technology Source
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ISSN:20763417
DOI:10.3390/app16052300