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ORCID1st SLM4Health@AIME 2025: Pavia, Italy
- Kerstin Denecke, Douglas Teodoro, Daniel Reichenpfader, Yihan Deng, Edward Choi:
Proceedings of the First International Workshop on Improving Healthcare with Small Language Models co-located with 23rd International Conference on Artificial Intelligence in Medicine, SLM4Health@AIME 2025, Pavia, Italy, June 26, 2025. CEUR Workshop Proceedings 3985, CEUR-WS.org 2025
Session 1: From Detection to Diagnosis: Small Language Models in Medical and Assistive AI
- Lantana Hewitt, Abdel-Karim Al Tamimi, Robert Copeland, Richard Moore, Shaman Jhanji:
A Health-Focused Risk Taxonomy for AI: Assessing Unsafe Content Detection with Small Language Models (SLMs). 1-9 - Abdel-Karim Al-Tamimi, Kate Radford, Jacqueline Benfield, Jacob Andrews, Catherine Sweby:
Enhancing Aphasia Speech Interpretation using Small Language Models (SLMs). 10-18 - Yingjian Chen, Feiyang Li, Xingyu Song, Tianxiao Li, Zixin Xu, Xiujie Chen, Issey Sukeda, Irene Li:
Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs. 19-28
Session 2: SLM for Clinical NLP - Power and Limitations
- Karan Bania, Harshvardhan Mestha, Tanmay T. Verlekar:
Exploring the Missing Medical Context in Generated Radiology Reports. 25-32 - Amila Kugic, Stefan Schulz, Markus Kreuzthaler:
Embedding-Based Acronym Disambiguation Supported by Large Language Models in German Clinical Narratives. 33-40 - Rick van Slobbe, Drahomira Herrmannova, Elia Lima-Walton, Ameen Abu-Hanna, Iacopo Vagliano:
Large language models versus static word embeddings to predict Acute Kidney Injury in the Intensive Care Unit: Does context matter? 41-50
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