Prediction of nonsentinel lymph node metastasis in breast cancer patients based on machine learning

Yuting Xiu,Cong Jiang,Shiyuan Zhang,Xiao Yu,Kun Qiao,Yuanxi Huang

World Journal of Surgical Oncology（2023）

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摘要

Develop the best machine learning (ML) model to predict nonsentinel lymph node metastases (NSLNM) in breast cancer patients. From June 2016 to August 2022, 1005 breast cancer patients were included in this retrospective study. Univariate and multivariate analyses were performed using logistic regression. Six ML models were introduced, and their performance was compared. NSLNM occurred in 338 (33.6

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关键词

Machine learning, Nomogram, Breast cancer, Nonsentinel lymph node metastasis

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