Construction and prototype effect evaluation of a multi-agent collaborative system for operating room nursing - Takeaways - MDSpire

Construction and prototype effect evaluation of a multi-agent collaborative system for operating room nursing

  • By

  • Yifang Li

  • Jingfei Zou

  • Ling Wang

  • Rong Zhao

  • Jing Yuan

  • June 3, 2026

  • 0 min

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  • 1

    A collaborative multi-agent system was developed to enhance nursing efficiency in operating rooms through intelligent management.

  • 2

    The system integrates a knowledge engine and AutoML prediction engine, enabling automatic knowledge graph construction from nursing documents.

  • 3

    Success rates for the system included 95% for resource conflicts and 90% for emergency insertions, with average solution times of 22.3–41.6 seconds.

  • 4

    Nursing satisfaction averaged 4.32 points, with high scores for process optimization perception and decision support value.

  • 5

    The system's design emphasizes human-machine collaboration, maintaining nurses as core decision-makers while optimizing clinical workflows.

Original Source(s)

Construction and prototype effect evaluation of a multi-agent collaborative system for operating room nursing

  • by Yifang Li, Jingfei Zou, Ling Wang, Rong Zhao, Jing Yuan

  • June 3, 2026

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