I'm a Ph.D. student at Seoul National University College of Medicine, working in the AICON Lab (Department of Radiology, Seoul National University Hospital) with Prof. Kyu Sung Choi. I study medical imaging AI for clinical data that is noisy, incomplete, or context-dependent — multimodal survival prediction, image synthesis for acute stroke, physics-informed perfusion modelling, and the safety of language models used with clinical text.
Website · Google Scholar · Hugging Face · evening0619@gmail.com
| Repository | What it is | Paper |
|---|---|---|
| EPPINN | Evidential physics-informed perfusion model with voxel-wise uncertainty | MICCAI 2026 |
| PIRTA | Retrieval-augmented 3D brain MRI report generation | MICCAI 2026 |
| mpib-eval | Evaluation toolkit for the MPIB medical prompt-injection benchmark (dataset) | Findings of EMNLP 2026 |
| LDM3D-LAPT | 3D latent diffusion with lesion-aware post-training, CT perfusion → DWI/ADC | MICCAI 2025 |
| BoxPINN | Minimal BoxPINN implementation for CT perfusion reconstruction | — |
| Glioma-Tumor-Habitat | Perfusion habitat analysis for diffuse glioma: trained models and inference | under review |
From the lab: GlioSurv · Diffusion-LAPT · Interactive-MEN-RT
| Repository | What it does |
|---|---|
| citecheck | MCP server that checks references against PubMed, Crossref, arXiv, and Semantic Scholar (npm) |
| local-citation-verifier | BibTeX citation checker that runs in the browser with WebGPU reranking (demo) |
| research-dojo | Local research workflow with Claude Code and Codex subagents |
| adversarial-paper-writing | Codex skill for evidence-locked review and revision of paper drafts |