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Published on in Vol 28 (2026)

This is a member publication of University of Duisburg-Essen

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/82997, first published .
Doctor using AI patient summary assistant on computer in clinic

Improving Retrieval Augmented Generation for Health Care by Fine-Tuning Clinical Embedding Models: Development and Evaluation Study

Improving Retrieval Augmented Generation for Health Care by Fine-Tuning Clinical Embedding Models: Development and Evaluation Study

Journals

  1. Scroggins J, Hulchafo I, Barcelona V, Davoudi A, Moen H, Harkins S, Scharp D, Cato K, Tadiello M, Topaz M. Semantic Similarity Search Approach to Extract Exemplars of Stigmatizing and Positive Language in Obstetric Clinical Notes: Exploratory Study. JMIR Medical Informatics 2026;14:e85088 View
  2. Enayati M, Priya V, Prochaska E, Sobe K, Wolfien M. From Fine-Tuning to Grounding: Retrieval-Augmented Generation for Biomedical LLMs in Research and Clinical Data Infrastructures. Sci 2026;8(9):266 View

Conference Proceedings

  1. Li C, Liu B. Proceedings of the 2026 2nd International Conference on Health Big Data. TA-RAG: A Time-Aware Retrieval-Augmented Generation Framework for Chronic Disease Management View