Risk factors of breast cancer patients developing multiple primary cancers: a retrospective study and establishing/testing of machine learning models

Risk factors of breast cancer patients developing multiple primary cancers: a retrospective study and establishing/testing of machine learning models

Abstract Background Breast cancer is a prevalent malignancy globally, with approximately 1 in 10 breast cancer patients at risk of developing additional primary malignant tumors. This study seeks to explore the risk factors linked to the development of multiple primary cancers (MPCs) in breast cance...

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Bibliographic Details
Main Authors: Yudi Jin, Tong Su, Yanjia Fan, Yineng Zheng, Cheng Tian, Zubin Ouyang, Fajin Lv
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Breast cancer
Multiple primary cancer
Risk factors
Random forest
Logistic regression
Online Access:https://doi.org/10.1186/s12911-025-03086-5
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