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Updated: Feb 12, 2026

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基于机器学习的创伤患者临床结果预测的评估和分析

Hui Shi1, Yongqin Zhang2, Ying Xia3

  • 1Department of Nursing, Zhongshan Hospital, Fudan University, Shanghai, 200032, China.

Chinese journal of traumatology = Zhonghua chuang shang za zhi
|February 10, 2026
PubMed
概括

这项研究比较了创伤患者预测结果的预测模型,发现XGBoost表现良好. 诸如静脉通道和损伤严重程度等关键因素显著影响预测,有助于临床决策.

关键词:
临床途径 临床途径拉索回归是一种回归方式.预测模型是一个预测模型.在SHAP分析中,我们分析了SHAP.创伤是一个创伤.

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