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This paper is in the following e-collection/theme issue:

Theme Issue: Artificial Intelligence (AI) in Nursing (96) Natural Language Processing (1321) Nursing Communication (52) Nursing Records (41) Applications of AI (1062)

Published on in Vol 9 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/106133, first published .
Two nurses in scrubs discussing patient data on a tablet with a digital waveform overlay.

AI-Based Structured Information Extraction From Synthetic Nursing Handover Transcripts: Comparative Evaluation of Large Language Models

AI-Based Structured Information Extraction From Synthetic Nursing Handover Transcripts: Comparative Evaluation of Large Language Models

Authors of this article:

Aaron Conway1, 2, 3 Author Orcid Image ;   Adriana Hada3 Author Orcid Image ;   Jessica Schluter3 Author Orcid Image ;   Hui (Grace) Xu1, 2 Author Orcid Image ;   Dan Lowden4 Author Orcid Image ;   Tim Miller5 Author Orcid Image ;   Ken Donald6 Author Orcid Image ;   Andrew Teodorczuk3, 7, 8 Author Orcid Image
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