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Hao-Yang Zeng

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#artificial intelligence Preprint Sep 2026

ConsultMind:Towards Automated Diagnostic Consultation via Uncertainty-Aware Reasoning

Diagnostic consultation is an online sequential decision-making process in which clinicians gather evidence through patient interaction until a diagnosis is sufficiently supported. Automating this process requires adaptive inquiry and interpretable decisions. Bayesian networks offer a natural foundation by updating dia...

Xiao Sun, Yu-Ming Yang, Yun Chen et al. · 0 citations
Review Jul 2026

MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters

MentalHospital, a virtual evaluation environment for LLM-based psychiatric clinical encounters, and MentalEval, five domain-specific evaluators covering communication empathy, interviewing professionalism, clinical-note quality, diagnostic rigor, and treatment appropriateness, trained with rubric-grounded SFT and exper...

Yu-Ming Yang, Xiao Sun, Yuanwei Zou et al. · 0 citations

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