| 2025 | Improving mortality prediction after radiotherapy with large language model structuring of large-scale unstructured electronic health records | RADIOTHERAPY AND ONCOLOGY |
| 2025 | End-to-end breast cancer radiotherapy planning via LMMs with consistency embedding | MEDICAL IMAGE ANALYSIS |
| 2025 | Label-independent framework for objective evaluation of cosmetic outcome in breast cancer | ARTIFICIAL INTELLIGENCE IN MEDICINE |
| 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 |
| 2025 | Normal Brain-Sparing Radiotherapy versus Whole Brain Radiotherapy for Multiple Brain Metastasis from Non–Small Cell Lung Cancer
| CANCER RESEARCH AND TREATMENT |
| 2025 | Comparison of Stereotactic Body Radiotherapy and Surgery for Stage I Lung Cancer: A Multidisciplinary Cohort Study Utilizing Propensity Score Overlap Weighting and AI-Based CT Imaging Analysis
| CANCERS |
| 2025 | Impact of the ASTRO 2024 Guideline on Partial Breast Irradiation Eligibility in Breast Cancer Patients (KROG 24-01) | PRACTICAL RADIATION ONCOLOGY |
| 2025 | SegRap2023: A benchmark of organs-at-risk and gross tumor volume Seg mentation for Ra diotherapy P lanning of Nasopharyngeal Carcinoma | MEDICAL IMAGE ANALYSIS |
| 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 |
| 2024 | Reinforcing treatment and evaluation workflow of stereotactic ablative body radiotherapy for refractory ventricular tachycardia
| RADIATION ONCOLOGY JOURNAL |
| 2024 | Mid-treatment MRI-based tumor response assessment for tumor recurrence and patient survival in locally advanced adenocarcinoma of the cervix: A retrospective multicenter study of KROG 23-03 | GYNECOLOGIC ONCOLOGY |
| 2024 | Improving Cone-Beam CT Image Quality with Knowledge Distillation-Enhanced Diffusion Model in Imbalanced Data Settings | Lecture Notes in Computer Science |
| 2024 | LLM-driven multimodal target volume contouring in radiation oncology
| NATURE COMMUNICATIONS |
| 2024 | MS-DINO: Masked Self-Supervised Distributed Learning Using Vision Transformer | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS |
| 2024 | Assessment of Eligibility and Utilization of Accelerated Partial Breast Irradiation in Korean Breast Cancer Patients (KROG 22-15)
| CANCER RESEARCH AND TREATMENT |
| 2024 | Improving Medical Speech-to-Text Accuracy using Vision-Language Pre-training Models | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS |
| 2024 | Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology | MEDICAL IMAGE ANALYSIS |
| 2023 | 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 |
