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Updated: Sep 11, 2025

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基于使用机器学习的手术前和手术内因素,预测胃肠道手术中术后并发症的预测模型:一个回顾性,单中心研究

Yuya Ashitomi1, Ryosuke Takahashi1, Shinji Okazaki1

  • 1First Department of Surgery, Faculty of Medicine, Yamagata University, 2-2-2 Iida-Nishi, Yamagata City, Yamagata, 990-9585, Japan.

Surgery today
|August 18, 2025
PubMed
概括

机器学习准确地预测了胃肠道手术中的严重术后并发症. 随机森林模型表现出强的性能,表明临床应用的潜力.

关键词:
精度回忆曲线下的面积胃肠道手术 胃肠道手术机器学习是机器学习.术后并发症 术后并发症随机森林模型是一个随机森林模型.

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