Clinical feasibility of deep learning-based auto-segmentation of target volumes and organs-at-risk in breast cancer patients after breast-conserving surgery

被引：0

作者：

Seung Yeun Chung

Jee Suk Chang

Min Seo Choi

Yongjin Chang

Byong Su Choi

Jaehee Chun

Ki Chang Keum

Jin Sung Kim

Yong Bae Kim

机构：

[1] Yonsei University College of Medicine,Department of Radiation Oncology, Yonsei Cancer Center

[2] Ajou University School of Medicine,Department of Radiation Oncology

[3] CorelineSoft,undefined

[4] Co,undefined

来源：

Radiation Oncology | / 16卷

关键词：

Breast cancer; Auto-segmentation; Deep learning; Clinical target volume; Organs-at-risk;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

引用

共 50 条

[41] Deep learning-based two-step organs at risk auto-segmentation model for brachytherapy planning in parotid gland carcinoma [J].

Li, Zhen-Yu ;

Yue, Jing-hua ;

Wang, Wei ;

Wu, Wen-Jie ;

Zhou, Fu-gen ;

Zhang, Jie ;

Liu, Bo .

JOURNAL OF CONTEMPORARY BRACHYTHERAPY, 2022, 14 (06) :527-535

[42] Improved accuracy of auto-segmentation of organs at risk in radiotherapy planning for nasopharyngeal carcinoma based on fully convolutional neural network deep learning [J].

Peng, Yinglin ;

Liu, Yimei ;

Shen, Guanzhu ;

Chen, Zijie ;

Chen, Meining ;

Miao, Jingjing ;

Zhao, Chong ;

Deng, Jincheng ;

Qi, Zhenyu ;

Deng, Xiaowu .

ORAL ONCOLOGY, 2023, 136

[43] Clinical validation of commercial deep-learning based auto-segmentation models for organs at risk in the head and neck region: a single institution study [J].

Johnson, Casey L. ;

Press, Robert H. ;

Simone, Charles B. ;

Shen, Brian ;

Tsai, Pingfang ;

Hu, Lei ;

Yu, Francis ;

Apinorasethkul, Chavanon ;

Ackerman, Christopher ;

Zhai, Huifang ;

Lin, Haibo ;

Huang, Sheng .

FRONTIERS IN ONCOLOGY, 2024, 14

[44] Clinical evaluation of deep learning–based clinical target volume three-channel auto-segmentation algorithm for adaptive radiotherapy in cervical cancer [J].

Chen-ying Ma ;

Ju-ying Zhou ;

Xiao-ting Xu ;

Song-bing Qin ;

Miao-fei Han ;

Xiao-huan Cao ;

Yao-zong Gao ;

Lu Xu ;

Jing-jie Zhou ;

Wei Zhang ;

Le-cheng Jia .

BMC Medical Imaging, 22

[45] The impact of training sample size on deep learning-based organ auto-segmentation for head-and-neck patients [J].

Fang, Yingtao ;

Wang, Jiazhou ;

Ou, Xiaomin ;

Ying, Hongmei ;

Hu, Chaosu ;

Zhang, Zhen ;

Hu, Weigang .

PHYSICS IN MEDICINE AND BIOLOGY, 2021, 66 (18)

[46] Validation of clinical acceptability of deep-learning-based automated segmentation of organs-at-risk for head-and-neck radiotherapy treatment planning [J].

Lucido, J. John ;

DeWees, Todd A. ;

Leavitt, Todd R. ;

Anand, Aman ;

Beltran, Chris J. ;

Brooke, Mark D. ;

Buroker, Justine R. ;

Foote, Robert L. ;

Foss, Olivia R. ;

Gleason, Angela M. ;

Hodge, Teresa L. ;

Hughes, Cian O. ;

Hunzeker, Ashley E. ;

Laack, Nadia N. ;

Lenz, Tamra K. ;

Livne, Michelle ;

Morigami, Megumi ;

Moseley, Douglas J. ;

Undahl, Lisa M. ;

Patel, Yojan ;

Tryggestad, Erik J. ;

Walker, Megan Z. ;

Zverovitch, Alexei ;

Patel, Samir H. .

FRONTIERS IN ONCOLOGY, 2023, 13

[47] Evaluation of auto-segmentation for EBRT planning structures using deep learning-based workflow on cervical cancer [J].

Wang, Jiahao ;

Chen, Yuanyuan ;

Xie, Hongling ;

Luo, Lumeng ;

Tang, Qiu .

SCIENTIFIC REPORTS, 2022, 12 (01)

[48] Predictive Nomogram of Subsequent Liver Metastasis After Mastectomy or Breast-Conserving Surgery in Patients With Nonmetastatic Breast Cancer [J].

Yang, Anli ;

Xiao, Weikai ;

Zheng, Shaoquan ;

Kong, Yanan ;

Zou, Yutian ;

Li, Mingyue ;

Ye, Feng ;

Xie, Xiaoming .

CANCER CONTROL, 2021, 28

[49] Appropriate evaluation of and risk factors for radiation dermatitis in breast cancer patients receiving hypofractionated whole-breast irradiation after breast-conserving surgery [J].

Yoshikawa, Nobuhiko ;

Inomata, Taisuke ;

Shimbo, Taiju ;

Takahashi, Masatsugu ;

Uesugi, Yasuo ;

Juri, Hiroshi ;

Narumi, Yoshifumi .

BREAST CANCER, 2014, 21 (02) :170-176

[50] Optimal time for breast-conserving surgery after neoadjuvant chemotherapy in patients with stage II or III breast cancer [J].

Awad, Kerolos B. A. ;

Kirollos, Andrew M. A. ;

Awad, Philobater B. A. ;

Hassan, Basma H. A. ;

Shehab, Mohammed H. ;

Fahmy, Karim ;

Ahmed, Dina H. .

EGYPTIAN JOURNAL OF SURGERY, 2022, 41 (02) :634-641

← 1 2 3 4 5 →