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Updated: Jan 15, 2026

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用药物数据和机器学习模型提高严重病情成人的死亡率预测

Brian Murray1, Tianyi Zhang2, Zhetao Chen3

  • 1Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy, Aurora, CO.

Critical care explorations
|October 10, 2025
PubMed
概括

机器学习 (ML) 和高级回归模型没有改善ICU成年人的医院死亡率预测,即使有药物治疗方案复杂性 (MRC) 数据. 在一些ML模型中,MRC数据显示中等重要性,但整体预测性能没有显著提升.

关键词:
人工智能的人工智能是人工智能.关键护理关键护理 关键护理机器学习是机器学习.药物治疗方案复杂性 药物治疗方案复杂性死亡率 死亡率

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