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cs.CV2026
Learning Subject-Specific Anatomical Representations via Manifold Expansion: Application to Accelerated Multi-Contrast MRI
Ruimin Feng, Wanyu Bian, Albert Jang +2
Clinical MRI routinely acquires multiple contrast-weighted images of the same anatomy for complementary tissue characterization. However, current accelerated MRI methods typically…
cs.CV2025
OmniMRI: A Unified Vision--Language Foundation Model for Generalist MRI Interpretation
Xingxin He, Aurora Rofena, Ruimin Feng +4
Magnetic Resonance Imaging (MRI) is indispensable in clinical practice but remains constrained by fragmented, multi-stage workflows encompassing acquisition, reconstruction, segmen…