Original: https://ceur-ws.org/Vol-3985/ | Mirror: https://ceur-ws.wikidata.dbis.rwth-aachen.de/Vol-3985/ | Year: 2025

Vol-3985
urn:nbn:de:0074-3985-X

Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under https://creativecommons.org/licenses/by/4.0/.

SLM4Health 2025

Proceedings of the First International Workshop on Improving Healthcare with Small Language Models, SLM4Health 2025
co-located with AIME 2025

Pavia, Italy, June 26, 2025.

Edited by

Kerstin Denecke
Douglas Teodoro
Daniel Reichenpfader
Yihan Deng
Edward Choi

Table of Contents

PDF
A Health-Focused Risk Taxonomy for AI: Assessing Unsafe Content Detection with Small Language Models (SLMs) 1-9 PDF
Lantana Hewitt, Abdel-Karim Al Tamimi, Robert Copeland, Richard Moore, Shaman Jhanji
Enhancing Aphasia Speech Interpretation using Small Language Models (SLMs) 10-18 PDF
Abdel-Karim Al-Tamimi, Kate Radford, Jacqueline Benfield, Jacob Andrews, Catherine Sweby
Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs 19-28 PDF
Yingjian Chen, Feiyang Li, Xingyu Song, Tianxiao Li, Zixin Xu, Xiujie Chen, Issey Sukeda, Irene Li
Exploring the Missing Medical Context in Generated Radiology Reports 25-32 PDF
Karan Bania, Harshvardhan Mestha, Tanmay Verlekar
Embedding-Based Acronym Disambiguation Supported by Large Language Models in German Clinical Narratives 33-40 PDF
Amila Kugic, Stefan Schulz, Markus Kreuzthaler
Large language models versus static word embeddings to predict Acute Kidney Injury in the Intensive Care Unit: Does context matter? 41-50 PDF
Rick van Slobbe, Drahomira Herrmannova, Elia S Lima-Walton, Ameen Abu-Hanna, Iacopo Vagliano

2025-07-06: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|