3 papers
cs.CL2026
MedUPS: Towards Diagnostic Assistance in Uncommon Medical Cases with Large Language Models
Ofir Ben Shoham, Oriel Perets, Nir Grinberg +1
Uncommon and off-guideline cases are difficult for clinical decision support, because physicians must make a series of management decisions under diagnostic uncertainty and rarely…
cs.CL2026
JudgeMeNot: Personalizing Large Language Models to Emulate Judicial Reasoning in Hebrew
Itay Razumenko, Arnon Sturm, Nir Grinberg
Despite significant advances in large language models, personalizing them for individual decision-makers remains an open problem. Here, we introduce a synthetic-organic supervision…
cs.CL2025
CUPCase: Clinically Uncommon Patient Cases and Diagnoses Dataset
Oriel Perets, Ofir Ben Shoham, Nir Grinberg +1
Medical benchmark datasets significantly contribute to developing Large Language Models (LLMs) for medical knowledge extraction, diagnosis, summarization, and other uses. Yet, curr…