Publications & Patents
Research Outcomes
Research outcomes from the SSTDV project.
Publications
| # | Paper (First Author) | Journal / Proceedings | Date |
|---|---|---|---|
| 1 | AI-based deformable hippocampal mesh reflects hippocampal morphological characteristics in relation to cognition in healthy older adults Wonjung Park | NeuroImage | 2025.04 |
| 2 | Prediction of beach profile changes using spatiotemporal graph neural networks for beach morphological evolution modeling Jinah Kim | Ocean Engineering | 2025.11 |
| 3 | Morphodynamics-guided spatiotemporal network for modeling the morphological evolution of sand beaches response to extreme storm events: alphaBeach-X Jinah Kim | Journal of Ocean Engineering and Science | 2025.11 |
| 4 | Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images Suhyun Ahn | Proceedings of WACV | 2025.02 |
| 5 | SAM3X: Efficient 3D-Aware Network for Medical Image Segmentation Using SAM Donggyu Lee | Proceedings of ISBI 2025 | 2025.04 |
| 7 | Train Once, Generate Anywhere: Discretization Agnostic Neural Cellular Automata using SPH Method Hyunsoo Kim | SIGGRAPH Posters '25 | 2025.08 |
| 8 | Are Medical Image Generative Models Biologically Trustworthy? Suhyun Ahn | Proceedings of ICCV Workshops | 2025.10 |
| 9 | BrainODE: Neural Shape Dynamics for Age- and Disease-aware Brain Trajectories Wonjung Park | Advances in Neural Information Processing Systems | 2025.12 |
| 10 | Improved Tumor Segmentation using Selective Synthetic Augmentation for Enhanced Surgical Planning in Breast MRI Miguel Luna | Lecture Notes in Computer Science | 2025.09 |
| 10 | Predicting Motor Symptom Progression in Parkinson's Disease Using GCN and DTI Hyewon Shin | Annual Meeting of the Organization for Human Brain Mapping | 2025.06 |
| 11 | ์๋ฃ ์ธ๊ณต์ง๋ฅ ์ฐ๊ตฌ ๋ํฅ - ์น๋งค ๊ด๋ จ ์ฐ๊ตฌ๋ฅผ ์ค์ฌ์ผ๋ก ์ฐ์ฑํธ, ๊น์ผ๊ธฐ | ์ ๋ณด์ฒ๋ฆฌํํ์ง | 2025.09 |
Patents
| # | ์ง์์ฌ์ฐ๊ถ ๋ช ์นญ | ๊ตญ๋ช | ์ถ์์ธ | ์ถ์์ผ | ์ถ์๋ฒํธ |
|---|---|---|---|---|---|
| 1 | ์๋ฃ ์ด๋ฏธ์ง๋ฅผ ์์ฑํ๊ธฐ ์ํ ๊ธฐ์ด ๋ชจ๋ธ์ ์กฐ์ ํ๋ ๋ฐฉ๋ฒ | ๋ํ๋ฏผ๊ตญ | ์ฃผ์ํ์ฌ ๋น์์ค | 2024.11.22 | 10-2024-0167915 |
| 2 | ์ ๋ฐฉ ์ด์ถ๋ ํ๋ ๋ฌธ์ ์์ฑ ๋ฐ ๋ณ๊ฒฝํ๋ ๋ฐฉ๋ฒ | ๋ํ๋ฏผ๊ตญ | ์ฃผ์ํ์ฌ ๋น์์ค | 2024.11.22 | 10-2024-0167914 |
| 3 | ์๋ฃ ์ ๋น์ ํ๋ฉด ์ ๋ณด๋ฅผ ๋ถ์ํ๋ ๋ฐฉ๋ฒ | ๋ํ๋ฏผ๊ตญ | ์ฃผ์ํ์ฌ ๋น์์ค | ์ฐ์ ์ถ์ ์ ์ฒญ | 10-2025-0148633 |