Correlation between AI-based CT organ features and normal lung dose in adjuvant radiotherapy following breast-conserving surgery: a multicenter prospective study

Correlation between AI-based CT organ features and normal lung dose in adjuvant radiotherapy following breast-conserving surgery: a multicenter prospective study

Abstract Background Radiation pneumonitis (RP) is one of the common side effects after adjuvant radiotherapy in breast cancer. Irradiation dose to normal lung was related to RP. We aimed to propose an organ features based on deep learning (DL) model and to evaluate the correlation between normal lun...

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Bibliographic Details
Main Authors: Li Ma, Yongjing Yang, Jiabao Ma, Li Mao, Xiuli Li, Lingling Feng, Muyasha Abulimiti, Xiaoyong Xiang, Fangmeng Fu, Yutong Tan, Wenjue Zhang, Ye-Xiong Li, Jing Jin, Ning Li
Format: Article
Language:English
Published: BMC 2023-11-01
Series:BMC Cancer
Subjects:
Breast cancer
Adjuvant radiotherapy
Lung V20
Deep learning
Online Access:https://doi.org/10.1186/s12885-023-11554-2

Internet

https://doi.org/10.1186/s12885-023-11554-2

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