A multi-agent large language model (LLM) platform for structured medical anamnesis in outpatient care
Medical anamnesis is fundamental to clinical decision-making, yet outpatient consultations often provide limited time for systematic information collection. This study investigates whether structured anamnesis acquisition can be redistributed to a pre-consultation phase using a framework-driven large language model...