GlioSurv: interpretable transformer for multimodal, individualized survival prediction in diffuse glioma. - 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 (npj Digit. Medicine, 2025)

Evidential Perfusion Physics-Informed Neural Networks with Residual Uncertainty Quantification. - Junhyeok Lee; Minseo Choi; Han Jang; Young Hun Jeon; Heeseong Eum; Joon Jang; Chul-Ho Sohn; Kyu Sung Choi (CoRR, 2026)

Segmentation-before-Staining Improves Structural Fidelity in Virtual IHC-to-Multiplex IF Translation. - Junhyeok Lee; Han Jang; Heeseong Eum; Joon Jang; Kyu Sung Choi (CoRR, 2026)

MedLayBench-V: A Large-Scale Benchmark for Expert-Lay Semantic Alignment in Medical Vision Language Models. - Han Jang; Junhyeok Lee; Heeseong Eum; Kyu Sung Choi (CoRR, 2026)

Hierarchical Perfusion Graphs for Tumor Heterogeneity Modeling in Glioma Molecular Subtyping. - Han Jang; Junhyeok Lee; Heeseong Eum; Joon Jang; Yoseob Han; Seung Hong Choi; Kyu Sung Choi (CoRR, 2026)