Kyu Sung Choi

14 papers Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evidential Perfusion Physics-Informed Neural Networks with Residual Uncertainty Quantification.
CoRR
Junhyeok Lee, Minseo Choi, Han Jang, Young Hun Jeon, Heeseong Eum, Joon Jang, Chul-Ho Sohn, Kyu Sung Choi
2026 J jnl
MPIB: A Benchmark for Medical Prompt Injection Attacks and Clinical Safety in LLMs.
CoRR
Junhyeok Lee, Han Jang, Kyu Sung Choi
2026 J jnl
Pre-treatment subventricular zone perfusion asymmetry predicts vertical recurrence in glioblastoma.
BMC Medical Imaging
Minchul Kim, Yunseo Choi, Jung Hyun Park, Chul-Kee Park, Sung Hye Park, Seung Hong Choi, Kyu Sung Choi
2026 J jnl
Routing Sensitivity Without Controllability: A Diagnostic Study of Fairness in MoE Language Models.
CoRR
Junhyeok Lee, Kyu Sung Choi
2026 J jnl
SciZoom: A Large-scale Benchmark for Hierarchical Scientific Summarization across the LLM Era.
CoRR
Han Jang, Junhyeok Lee, Kyu Sung Choi
2026 J jnl
Segmentation-before-Staining Improves Structural Fidelity in Virtual IHC-to-Multiplex IF Translation.
CoRR
Junhyeok Lee, Han Jang, Heeseong Eum, Joon Jang, Kyu Sung Choi
2025 — conf
Domain-Specialized Interactive Segmentation Framework for Meningioma Radiotherapy Planning.
CLIP@MICCAI
Junhyeok Lee, Han Jang, Kyu Sung Choi
2025 J jnl
Domain-Specialized Interactive Segmentation Framework for Meningioma Radiotherapy Planning.
CoRR
Junhyeok Lee, Han Jang, Kyu Sung Choi
2025 J jnl
GlioSurv: interpretable transformer for multimodal, individualized survival prediction in diffuse glioma.
npj Digit. Medicine
Junhyeok Lee, Joon Jang, Heeseong Eum, Han Jang, Minchul Kim, Sung Hye Park, Chul Kee Park, Seung Hong Choi, Sung Soo Ahn, Yoseob Han, Kyu Sung Choi
2025 J jnl
Lesion-Aware Post-Training of Latent Diffusion Models for Synthesizing Diffusion MRI from CT Perfusion.
CoRR
Junhyeok Lee, Hyunwoong Kim, Hyungjin Chung, Heeseong Eom, Joon Jang, Chul-Ho Sohn, Kyu Sung Choi
2025 — conf
Lesion-Aware Post-training of Latent Diffusion Models for Synthesizing Diffusion MRI from CT Perfusion.
MICCAI (2)
Junhyeok Lee, Hyunwoong Kim, Hyungjin Chung, Heeseong Eom, Joon Jang, Chul-Ho Sohn, Kyu Sung Choi
2025 J jnl
ST-SRPerf: Continuous spatiotemporal representation for perfusion MRI super-resolution through neural ODE and implicit neural representation.
Comput. Biol. Medicine
Junhyeok Lee, Yoseob Han, Joon Jang, Hyochul Lee, Jung Hyun Park, Inpyeong Hwang, Jin Wook Chung, Seung Hong Choi, Kyu Sung Choi
2024 J jnl
Enhancement of artery visualization in contrast-enhanced cerebral MR angiography using generative neural networks.
Biomed. Signal Process. Control.
Chan Joo Park, Kyu Sung Choi, Jaeseok Park, Seung Hong Choi, Inpyeong Hwang, Taehoon Shin
2024 J jnl
Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation.
CoRR
Junhyeok Lee, Yujin Oh, Dahyoun Lee, Hyon Keun Joh, Chul-Ho Sohn, Sung Hyun Baik, Cheol Kyu Jung, Jung Hyun Park, Kyu Sung Choi, Byung-Hoon Kim, Jong Chul Ye