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Updated: Jan 31, 2026

Comparison of Predictive Performance of Three Lymph Node Staging Systems in Colorectal Signet Ring Cell Carcinoma Based on Machine Learning Model
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Comparison of Predictive Performance of Three Lymph Node Staging Systems in Colorectal Signet Ring Cell Carcinoma Based on Machine Learning Model

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可解释的机器学习模型用于预测使用手术前实验室测试的第三阶段结肠癌患者的5年术后复发风险:一项两中心研究

Hangping Wei1,2, Xihao Fu1, Yuanyuan Cheng2

  • 1Department of Medical Oncology, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou, Jiangsu, 215006, P.R. China.

BMC gastroenterology
|January 29, 2026
PubMed
概括

使用手术前数据的机器学习模型可以预测第三阶段结肠癌 (CC) 患者的5年复发风险. 随机森林模型显示了最高的准确性,有助于个性化治疗策略.

关键词:
癌症复发 癌症复发大肠癌是什么意思 大肠癌是什么意思实验室测试 实验室测试 实验室测试机器学习模型机器学习模型第三阶段是第三阶段.

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