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

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

Abstract Background Develop the best machine learning (ML) model to predict nonsentinel lymph node metastases (NSLNM) in breast cancer patients. Methods From June 2016 to August 2022, 1005 breast cancer patients were included in this retrospective study. Univariate and multivariate analyses were per...

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Bibliographic Details
Main Authors: Yuting Xiu, Cong Jiang, Shiyuan Zhang, Xiao Yu, Kun Qiao, Yuanxi Huang
Format: Article
Language:English
Published: BMC 2023-08-01
Series:World Journal of Surgical Oncology
Subjects:
Machine learning
Nomogram
Breast cancer
Nonsentinel lymph node metastasis
Online Access:https://doi.org/10.1186/s12957-023-03109-3

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