Hisada Shohei

Exploring LLM Annotation for Adaptation of Clinical Information Extraction Models under Data-sharing Restrictions

In-hospital text data contains valuable clinical information, yet deploying fine-tuned small language models (SLMs) for information extraction remains challenging due to differences in formatting and vocabulary across institutions. Since access to the original in-hospital data (source domain) is oft…