LLM on FHIR - Demystifying Health Records. - Paul Schmiedmayer; Adrit Rao; Philipp Zagar; Vishnu Ravi; Aydin Zahedivash; Arash Fereydooni; Oliver O. Aalami (CoRR, 2024)

Medicine on the Edge: Comparative Performance Analysis of On-Device LLMs for Clinical Reasoning. - Leon Nissen; Philipp Zagar; Vishnu Ravi; Aydin Zahedivash; Lara Marie Reimer; Stephan M. Jonas; Oliver O. Aalami; Paul Schmiedmayer (CoRR, 2025)

A Multi-Phase Analysis of Blood Culture Stewardship: Machine Learning Prediction, Expert Recommendation Assessment, and LLM Automation. - Fatemeh Amrollahi; Nicholas Marshall; Fateme Nateghi Haredasht; Kameron C. Black; Aydin Zahedivash; Manoj Maddali; Stephen P. Ma; Amy Chang; Stanley Deresinski; Mary K. Goldstein; Steven M. Asch; Niaz Banaei; et al. (CoRR, 2025)

MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks. - Suhana Bedi; Hejie Cui; Miguel Fuentes; Alyssa Unell; Michael Wornow; Juan M. Banda; Nikesh Kotecha; Timothy Keyes; Yifan Mai 001; Mert Oez; Hao Qiu; Shrey Jain; et al. (CoRR, 2025)