About Me

Welcome to the Intelligence & Radiotherapy and Oncology (INT-RO) Lab, led by Prof. Sangjoon Park in Radiation Oncology Dept. @ Yonsei University College of Medicine!

At INT-RO Lab, we harness cutting-edge AI to advance oncology. Our mission is to bridge state-of-the-art artificial intelligence with real-world clinical practice, developing innovative solutions that enhance treatment precision, refine prognostication, and ultimately improve patient outcome.

We’re excited to shape the future of “intelligent oncology” together! 😊

View CV
Interests
  • Radiation Oncology
  • Artificial Intelligence
  • Large Language Models
  • Foundation Models
  • Multi-modal Models
Education
  • M.D. Medicine

    Yonsei University College of Medicine

  • M.S. Radiation Oncology

    Yonsei University Graduate School of Medicine

  • Ph.D. Bio and Brain Engineering

    Korea Advanced Institute of Science and Technology (KAIST)

📚 Contact
Students and researchers interested in my research are welcome to send their CV to 👉depecher@yuhs.ac
Recent News
Featured Publications
Recent Publications
(2025). End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding. Medical Image Analysis (in-press).
(2025). Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective. ICML 2025.
(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).
(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).
(2025). SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma. Medial Image Analysis.
(2024). Reinforcing treatment and evaluation workflow of stereotactic ablative body radiotherapy for refractory ventricular tachycardia. Radiation Oncology Journal.
(2024). Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation. arXiv preprint.
(2024). Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records. arXiv preprint.
(2024). Impact of the ASTRO 2024 Guideline on Partial Breast Irradiation Eligibility in Breast Cancer Patients (KROG 24-01). Practical Radiation Oncology.
(2024). Normal Brain-Sparing Radiotherapy versus Whole Brain Radiotherapy for Multiple Brain Metastasis from Non-Small Cell Lung Cancer. Cancer Research and Treatment.