Publications

Sangjoon Park, Yong Bae Kim, Jee Suk Chang, Seo Hee Choi, Hyungjin Chung, Ik Jae Lee✉, Hwa Kyung Byun✉ (2025). Label-independent framework for objective evaluation of cosmetic outcome in breast cancer. AI in Medicine, 103179.

Kwanyoung Kim*, Yujin Oh*, Sangjoon Park*, Hwa Kyung Byun, Joongyo Lee, Jin Sung Kim, Yong Bae Kim✉, Jong Chul Ye✉ (2025). End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding. Medical Image Analysis (in-press).

Yujin Oh*, Pengfei Jin*, Sangjoon Park*, Sekeun Kim, Siyeop Yoon, Kyungsang Kim, Jin Sung Kim, Xiang Li✉, Quanzheng Li✉ (2025). Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective. ICML 2025.

Sangjoon Park*, Jong Won Park*, Eun Hye Lee, Young Joo Suh, Chang Young Lee, Byung Jo Park, Chang Geol Lee, Hong in Yoon, Sang Hoon Lee, Ronglan Cui, Eun Young Kim✉, Jaeho Cho✉ (2025). Stereotactic body radiotherapy for early-stage non-small cell lung cancer: Comprehensive analysis of outcomes and recurrence from a single-center experience. Oncology Letters (in-press).

Sangjoon Park, Hojin Kim, Chan Woo Wee, Young Seok Kim, Jin Hwa Choi, Yeon Sil Kim, Jong Hoon Lee, Youngmin Choi, Jin Hee Kim, Yeona Cho, Hyun Ju Kim, Young Je Park, Won Park, Keun-Yong Eom, Yun Hwan Kim, Yong Bae Kim✉ (2025). Radiotherapy Quality Assurance Program of Ongoing Clinical Trial Using Stereotactic Ablative Radiation Therapy for Recurrent Ovarian Cancer (SABR-ROC): A Dummy Run Study of a Prospective, Randomized, Multicenter Phase III Trial (KGOG 3064/KROG 2204). BMC cancer (in-press).

Xiangde Luo, Jia Fu, Yunxin Zhong, Shuolin Liu, Bing Han, Mehdi Astaraki, Simone Bendazzoli, Iuliana Toma-Dasu, Yiwen Ye, Ziyang Chen, Yong Xia, Yanzhou Su, Jin Ye, Junjun He, Zhaohu Xing, Hongqiu Wang, Lei Zhu, Kaixiang Yang, Xin Fang, Zhiwei Wang, Chan Woong Lee, Sangjoon Park, Jaehee Chun, Constantin Ulrich, Klaus H. Maier-Hein, Nchongmaje Ndipenoch, Alina Miron, Yongmin Li, Yimeng Zhang, Yu Chen, Lu Bai, Jinlong Huang, Chengyang An, Lisheng Wang, Kaiwen Huang, Yunqi Gu, Tao Zhou, Mu Zhou, Shichuan Zhang, Wenjun Liao, Guotai Wang, Shaoting Zhang✉ (2025). SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma. Medial Image Analysis.

Hojin Kim*, Sangjoon Park*, Jihun Kim, Jin Sung Kim, Dong Wook Kim, Nalee Kim, Jae-Sun Uhm, Daehoon Kim, Hui-Nam Pak✉, Chae-Seon Hong✉, Hong in Yoon✉ (2024). Reinforcing treatment and evaluation workflow of stereotactic ablative body radiotherapy for refractory ventricular tachycardia. Radiation Oncology Journal.

Changsun Lee*, Sangjoon Park*, Cheong-Il Shin, Woo Hee Choi, Hyun Jeong Park, Jeong Eun Lee, Jong Chul Ye✉ (2024). Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation. arXiv preprint.

Sangjoon Park, Chan Woo Wee, Seo Hee Choi, Kyung Hwan Kim, Jee Suk Chang, Hong in Yoon, Ik Jae Lee, Yong Bae Kim, Jaeho Cho, Ki Chang Keum, Chang Geol Lee, Hwa Kyung Byun✉, Woong Sub Koom✉ (2024). Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records. arXiv preprint.

Seok-Joo Chun*, Sangjoon Park*, Yong Bae Kim, Sung-Ja Ahn, Kyubo Kim✉, Kyung Hwan Shin✉ (2024). Impact of the ASTRO 2024 Guideline on Partial Breast Irradiation Eligibility in Breast Cancer Patients (KROG 24-01). Practical Radiation Oncology.