Hybrid deep learning enables multi-institutional delineation of active bone marrow for gynecologic radiotherapy

Zhe Zhang; Xiao Lu; Sicheng He; Tao Huang; Shaobin Wang; Mingjun Lu; Xiaomin Zhang; Zhibo  Tan; John Moraros; Lei Zhang; Xin Li; Zhan Li; Zihao Deng; Yimeng Zhang; Mengjie Dong; Shuihua Wang; Yajie  Liu

doi:10.1016/j.phro.2025.100823

Hybrid deep learning enables multi-institutional delineation of active bone marrow for gynecologic radiotherapy

Zhe Zhang
, Xiao Lu
, Sicheng He
, Tao Huang
, Shaobin Wang
, Mingjun Lu
, Xiaomin Zhang
, Zhibo Tan
, John Moraros
, Lei Zhang
, Xin Li
, Zhan Li
, Zihao Deng
, Yimeng Zhang
, Mengjie Dong^*
, Shuihua Wang^*
, Yajie Liu^*

^*Corresponding author for this work

Shenzhen University

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Physics and Imaging in Radiation Oncology
DOIs	https://doi.org/10.1016/j.phro.2025.100823
Publication status	Published - Jul 2025

Access to Document

10.1016/j.phro.2025.100823

Cite this

Zhang, Z., Lu, X., He, S., Huang, T., Wang, S., Lu, M., Zhang, X., Tan, Z., Moraros, J., Zhang, L., Li, X., Li, Z., Deng, Z., Zhang, Y., Dong, M., Wang, S., & Liu, Y. (2025). Hybrid deep learning enables multi-institutional delineation of active bone marrow for gynecologic radiotherapy. Physics and Imaging in Radiation Oncology. https://doi.org/10.1016/j.phro.2025.100823

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title = "Hybrid deep learning enables multi-institutional delineation of active bone marrow for gynecologic radiotherapy",

author = "Zhe Zhang and Xiao Lu and Sicheng He and Tao Huang and Shaobin Wang and Mingjun Lu and Xiaomin Zhang and Zhibo Tan and John Moraros and Lei Zhang and Xin Li and Zhan Li and Zihao Deng and Yimeng Zhang and Mengjie Dong and Shuihua Wang and Yajie Liu",

year = "2025",

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doi = "10.1016/j.phro.2025.100823",

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AU - Zhang, Zhe

AU - Lu, Xiao

AU - He, Sicheng

AU - Huang, Tao

AU - Wang, Shaobin

AU - Lu, Mingjun

AU - Zhang, Xiaomin

AU - Tan, Zhibo

AU - Moraros, John

AU - Zhang, Lei

AU - Li, Xin

AU - Li, Zhan

AU - Deng, Zihao

AU - Zhang, Yimeng

AU - Dong, Mengjie

AU - Wang, Shuihua

AU - Liu, Yajie

PY - 2025/7

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DO - 10.1016/j.phro.2025.100823

M3 - Article

SN - 2405-6316

JO - Physics and Imaging in Radiation Oncology

JF - Physics and Imaging in Radiation Oncology

ER -