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Open Access
Peer-reviewed
Research Article
A deep convolutional neural network-based automatic delineation strategy for multiple brain metastases stereotactic radiosurgery
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Yan Liu,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing
Affiliations School of Electrical Engineering and Information, Sichuan University, Chengdu, Sichuan, China, Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America
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Strahinja Stojadinovic,
Roles Data curation, Writing – review & editing
Affiliation Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America
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Brian Hrycushko,
Roles Writing – review & editing
Affiliation Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America
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Zabi Wardak,
Roles Conceptualization, Data curation, Writing – review & editing
Affiliation Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America
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Steven Lau,
Roles Formal analysis, Methodology, Writing – review & editing
Affiliation Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America
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Weiguo Lu,
Roles Software, Writing – review & editing
Affiliation Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America
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Yulong Yan,
Roles Software, Writing – review & editing
Affiliation Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America
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Steve B. Jiang,
Roles Resources
Affiliation Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America
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Xin Zhen,
Roles Formal analysis, Methodology, Software, Writing – review & editing
Affiliations Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America, Department of Biomedical Engineering, Southern Medical University, Guangzhou, Guangdong, China
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Robert Timmerman,
Roles Conceptualization, Data curation, Writing – review & editing
Affiliation Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America
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Lucien Nedzi,
Roles Conceptualization, Data curation, Writing – review & editing
Affiliation Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America
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Xuejun Gu
Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Resources, Software, Supervision, Validation, Writing – original draft, Writing – review & editing
* E-mail: xuejun.gu@utsouthwestern.edu
Affiliation Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, United States of America
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A deep convolutional neural network-based automatic delineation strategy for multiple brain metastases stereotactic radiosurgery
- Yan Liu,
- Strahinja Stojadinovic,
- Brian Hrycushko,
- Zabi Wardak,
- Steven Lau,
- Weiguo Lu,
- Yulong Yan,
- Steve B. Jiang,
- Xin Zhen,
- Robert Timmerman
![PLOS](/resource/img/logo-plos.png)
- Published: October 6, 2017
- https://doi.org/10.1371/journal.pone.0185844