Multi-agent collaborative reasoning method and system for complex trauma treatment

Abstract

The present application relates to the technical field of medical artificial intelligence, and in particular to a multi-agent collaborative reasoning method and system for complex trauma treatment. The method assesses the complexity of multi-modal medical data and decomposes tasks by coordinating agents, distributes sub-tasks to each professional agent for reasoning within the scope of decision-making suggestions. The coordinating agent collects suggestions and coordinates conflicts to form a comprehensive decision-making scheme, and dynamically adjusts the task decomposition and execution sequence according to the state update information after execution. The present application realizes the cooperation and dynamic adjustment of multi-professional knowledge, and improves the accuracy and timeliness of complex trauma treatment decision-making.

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