Novel models by machine learning to predict prognosis of breast cancer brain metastases

Novel models by machine learning to predict prognosis of breast cancer brain metastases

Abstract Background Breast cancer brain metastases (BCBM) are the most fatal, with limited survival in all breast cancer distant metastases. These patients are deemed to be incurable. Thus, survival time is their foremost concern. However, there is a lack of accurate prediction models in the clinic....

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Bibliographic Details
Main Authors: Chaofan Li, Mengjie Liu, Yinbin Zhang, Yusheng Wang, Jia Li, Shiyu Sun, Xuanyu Liu, Huizi Wu, Cong Feng, Peizhuo Yao, Yiwei Jia, Yu Zhang, Xinyu Wei, Fei Wu, Chong Du, Xixi Zhao, Shuqun Zhang, Jingkun Qu
Format: Article
Language:English
Published: BMC 2023-06-01
Series:Journal of Translational Medicine
Subjects:
Breast cancer
Brain metastases
XGBoost algorithm
SEER
Surgery
Online Access:https://doi.org/10.1186/s12967-023-04277-2

Internet

https://doi.org/10.1186/s12967-023-04277-2

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