AI RESEARCH
Unrolled Reconstruction with Integrated Super-Resolution for Accelerated 3D LGE MRI
arXiv CS.CV
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ArXi:2603.18309v1 Announce Type: new Accelerated 3D late gadolinium enhancement (LGE) MRI requires robust reconstruction methods to recover thin atrial structures from undersampled k-space data. While unrolled model-based networks effectively integrate physics-driven data consistency with learned priors, they operate at the acquired resolution and may fail to fully recover high-frequency detail.