Improving segmentation precision in prostate cancer adaptive radiation therapy with a patient-specific network

Joonil Hwang; Byung-Hee Kang; Younghee Park; Dong Hyeok Choi; Jin Sung Kim; Seungryong Cho; Eungman Lee

doi:10.1371/journal.pone.0332603

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Open Access

Peer-reviewed

Research Article

Improving segmentation precision in prostate cancer adaptive radiation therapy with a patient-specific network

Joonil Hwang ,

Contributed equally to this work with: Joonil Hwang, Byung-Hee Kang

Roles Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Nuclear and Quantum Engineering, MIRLAB, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
⨯
Byung-Hee Kang ,

Contributed equally to this work with: Joonil Hwang, Byung-Hee Kang

Roles Conceptualization, Data curation, Validation, Writing – original draft, Writing – review & editing

Affiliation Department of Radiation Oncology, Ewha Womans University College of Medicine, Seoul, Republic of Korea
⨯
Younghee Park,

Roles Data curation, Validation

Affiliation Department of Radiation Oncology, Ewha Womans University College of Medicine, Seoul, Republic of Korea
⨯
Dong Hyeok Choi,

Roles Investigation, Methodology

Affiliations Department of Radiation Oncology, MPBEL, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea, Department of Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
⨯
Jin Sung Kim,

Roles Conceptualization, Project administration, Resources, Writing – review & editing

Affiliations Department of Radiation Oncology, MPBEL, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea, Department of Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
⨯
Seungryong Cho ,

Roles Project administration, Writing – review & editing

* E-mail: scho@kaist.ac.kr (SC); 00986s@ewha.ac.kr (EL)

Affiliation Department of Nuclear and Quantum Engineering, MIRLAB, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea
⨯
Eungman Lee

Roles Data curation, Project administration, Writing – review & editing

* E-mail: scho@kaist.ac.kr (SC); 00986s@ewha.ac.kr (EL)

Affiliation Department of Radiation Oncology, Ewha Womans University College of Medicine, Seoul, Republic of Korea

https://orcid.org/0000-0002-8945-4054

⨯

Improving segmentation precision in prostate cancer adaptive radiation therapy with a patient-specific network

Joonil Hwang,
Byung-Hee Kang,
Younghee Park,
Dong Hyeok Choi,
Jin Sung Kim,
Seungryong Cho,
Eungman Lee

Published: September 19, 2025
https://doi.org/10.1371/journal.pone.0332603

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