About Me
Research Interests
My research focuses on advancing Image and Video Generation using Diffusion Models in the field of core AI, while actively exploring ways to translate these methods into medical imaging applications.
I am particularly interested in applying these technologies to MRI, CT, and X-ray data, with research directions including 3D reconstruction and unsupervised anomaly detection.
My ultimate goal is to develop generalizable AI models that not only push the boundaries of generative modeling but also contribute to practical improvements in medical diagnostics.
Current Focus Areas
• Deep Learning
• Computer Vision
• Generative Models (Diffusion, Flow Matching)
• 3D/4D Reconstruction
• Medical Imaging
Recent News & Updates
News & Updates
Curriculum Vitae
Education
Integrated M.S. & Ph.D Student in Biomedical Science
Advisor: Prof. Kyungsu Kim
B.S. in Biomedical Engineering & Artificial Intelligence
GPA: 3.9/4.5
Work Experience
AI Research Engineer, OGQ corp.
Research and develop state-of-the-art(SOTA) generative AI models using diffusion and flow matching methods,
with applications in image/video inpainting, object removal, and object editing/composition.
Experience
Reviewer for AI conference paper
Assisted Professor Kyungsu Kim in reviewing submissions for the ICCV 2025.
Evaluated the quality, novelty, and significance of a research paper in computer vision.
Contributed to the feedback provided to authors to improve their work.
Project Proposal
Core AI Mapping of Real-time EEG Dynamics to MRI-standard quantitative Biomarkers for Intelligent Brain Tumor Monitoring and Prognosis Prediction
- Led the writing of a multidisciplinary research proposal integrating EEG signal analysis with MRI-based tumor segmentation and report generation via LLMs.
Research Intern
Under-sampled MRI Reconstruction by cross domain CNNs with Data Consistency
Awards & Honors
2024 Academic Excellence Award
Research Excellence Award in Undergraduate Research Program
Publications
Contact Information
tdr.lee@snu.ac.kr
github.com/tdrlee
https://scholar.google.com/citations?user=GglaZUQAAAAJ&hl=ko
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