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eess.IV2025
Principled Feature Disentanglement for High-Fidelity Unified Brain MRI Synthesis
Jihoon Cho, Jonghye Woo, Jinah Park
Multisequence Magnetic Resonance Imaging (MRI) provides a more reliable diagnosis in clinical applications through complementary information across sequences. However, in practice,…
eess.IV2024
Two-Stage Approach for Brain MR Image Synthesis: 2D Image Synthesis and 3D Refinement
Jihoon Cho, Seunghyuck Park, Jinah Park
Despite significant advancements in automatic brain tumor segmentation methods, their performance is not guaranteed when certain MR sequences are missing. Addressing this issue, it…
eess.IV2024
Disentangled Multimodal Brain MR Image Translation via Transformer-based Modality Infuser
Jihoon Cho, Xiaofeng Liu, Fangxu Xing +4
Multimodal Magnetic Resonance (MR) Imaging plays a crucial role in disease diagnosis due to its ability to provide complementary information by analyzing a relationship between mul…