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开发和验证一种可解释的机器学习模型,用于预测食道癌中术后静脉血栓栓塞的发生

Zuhai Hu1, Qianjie Xu1, Yuliang Yuan1

  • 1Chongqing Cancer Multi-omics Big Data Application Engineering Research Center, Chongqing University Cancer Hospital, Chongqing, China.

International journal of surgery (London, England)
|September 24, 2025
PubMed
概括

使用渐变增强机器 (GBM) 的机器学习模型准确地预测了食道癌患者手术后静脉血栓栓塞 (VTE) 风险. 这个工具有助于临床决策,以减少VTE并发症.

关键词:
这是一个VTE,VTE是VTE.这是食道癌,食道癌.机器学习是机器学习.预测模型 预测模型

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