Publications

Yujin Oh*, Sangjoon Park*, Xiang Li*, Wang Yi, Jonathan Paly, Jason Efstathiou, Annie Chan, Jun Won Kim, Hwa Kyung Byun, Ik Jae Lee, Jaeho Cho, Chan Woo Wee, Peng Shu, Peilong Wang, Nathan Yu, Jason Holmes, Jong Chul Ye, Quanzheng Li, Wei Liu✉, Woong Sub Koom✉, Jin Sung Kim✉, Kyungsang Kim✉. Mixture of Multicenter Experts in Multimodal Generative AI for Advanced Radiotherapy Target Delineation.arXiv preprint.(2024)

Yujin Oh*, Sangjoon Park*, Hwa Kyung Byun, Yeona Cho, Ik Jae Lee, Jin Sung Kim✉, Jong Chul Ye✉. LLM-driven multimodal target volume contouring in radiation oncology.Nature Communications.(2024)

Joonil Hwang*, Sangjoon Park*, NaHyeon Park, Seungryong Cho✉, Jin Sung Kim✉. Improving Cone-Beam CT Image Quality with Knowledge Distillation-Enhanced Diffusion Model in Imbalanced Data Settings.Proc. MICCAI 2024.(2024)

Sangjoon Park, Ik Jae Lee, Jun Won Kim✉, Jong Chul Ye✉. MS-DINO: Masked Self-Supervised Distributed Learning Using Vision Transformer.IEEE Journal of Biomedical and Health Informatics.(2024)

Sangjoon Park*, Haruhito Yuki*, Takayuki Niida, Keishi Suzuki, Daisuke Kinoshita, Iris McNulty, Alexander Broersen, Jouke Dijkstra, Hang Lee, Tsunekazu Kakuta, Jong Chul Ye✉, Ik-Kyung Jang✉. A novel deep learning model for a computed tomography diagnosis of coronary plaque erosion.Scientific Reports.(2023)

Jaeyoung Huh*, Sangjoon Park*, Jeong Eun Lee✉, Jong Chul Ye✉. Improving Medical Speech-to-Text Accuracy using Vision-Language Pre-training Models.IEEE Journal of Biomedical and Health Informatics.(2023)

Seok-Joo Chun, Ji Hwan Jo, Yong Bae Kim, Sangjoon Park, Sung-Ja Ahn, Su Ssan Kim, Kyubo Kim✉, Kyung Hwan Shin✉. Assessment of Eligibility and Utilization of Accelerated Partial Breast Irradiation in Korean Breast Cancer Patients (KROG 22-15).Cancer Research and Treatment.(2023)

Sangjoon Park, Eun Sun Lee✉, Kyung Sook Shin, Jeong Eun Lee✉, Jong Chul Ye✉. Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology.Medical Image Analysis.(2023)

Yong Bae Kim✉, Hwa Kyung Byun, Chan Woo Wee, Hojin Kim, Seyoung Kim, Gowoon Yang, Jina Kim, Sang Joon Park, Jung-Yun Lee. Study protocol for prospective multi-institutional phase III trial of standard of care therapy with or without stereotactic ablative radiation therapy for recurrent ovarian cancer (SABR-ROC).BMC Cancer.(2023)

Sangjoon Park, Jong Chul Ye✉, Eun Sun Lee✉, Gyeongme Cho, Jin Woo Yoon, Joo Hyeok Choi, Ijin Joo, Yoon Jin Lee. Deep Learning-Enabled Detection of Pneumoperitoneum in Supine and Erect Abdominal Radiography: Modeling Using Transfer Learning and Semi-Supervised Learning.Korean Journal of Radiology.(2023)