AI Hospital: Interactive Evaluation and Collaboration of LLMs as Intern Doctors for Clinical Diagnosis

arXiv:2402.09742v1 Announce Type: new
Abstract: The incorporation of Large Language Models (LLMs) in healthcare marks a significant advancement. However, the application has predominantly been limited to discriminative and question-answering tasks, which does not fully leverage their interactive potential. To address this limitation, our paper presents AI Hospital, a framework designed to build a real-time interactive diagnosis environment. To simulate the procedure, we collect high-quality medical records to create patient, examiner, and medical director agents. AI Hospital is then utilized for …

abstract advancement application arxiv clinical collaboration cs.cl diagnosis doctors evaluation healthcare hospital interactive language language models large language large language models llms marks paper question tasks type