most citedAre LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice

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cs.AI2026

Hx2Dx: From Anamnesis to Diagnosis - A Multimodal Arena for Conversational Clinical Reasoning in LLMs

Federico Ravenda, Mirko Cesarini, Daniele Montagnani +3

Large language models (LLMs) achieve expert-level diagnostic accuracy in static evaluations, where the model receives a curated vignette or case report that already condenses the d…