AI RESEARCH
Med-HEAL: Analyzing and Mitigating Hallucinations in Medical LLMs with Hallucination-Aware In-Context Learning
arXiv CS.CL
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ArXi:2606.01301v1 Announce Type: new Hallucinations in medical large language models (LLMs) pose serious risks for clinical decision, particularly when models must reason over complex electronic health records (EHRs). However, existing benchmarks often lack a realistic clinical context and provide limited insight into how hallucinations can be mitigated in practice.