📄 intensive care and critical care medicine
From Code to Critical Care Time: Implementing an AI-Driven ICU Length-of-Stay Clinical Decision Support System Under European Governance Constraints
这项前瞻性实施研究表明,虽然在欧洲治理约束下部署离线人工智能驱动的重症监护病房住院时长预测系统会产生协调成本,但迭代的模型升级显著降低了预测误差并改善了住院医师的评估值,这凸显了通过嵌入人类因素和伦理监督来弥合回顾性性能与床旁实用性之间转化差距的必要性。