AI RESEARCH

SURGENT: A Surgical Multi-Agent Assistance System Across the Perioperative Workflow

arXiv CS.AI

ArXi:2605.29368v1 Announce Type: cross The intricate nature of modern surgical care necessitates intelligent systems that can synthesize extensive patient records, collaborative decision-making, and provide transparent, auditable reasoning across the entire perioperative workflow. Although web-based Large Language Models (LLMs) possess advanced reasoning capabilities, they are ill-equipped for surgical applications due to critical limitations: input length constraints, incomplete memory management, and limited traceability.