AI RESEARCH
UniField: A Unified Field-Aware MRI Enhancement Framework
arXiv CS.CV
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ArXi:2603.09223v1 Announce Type: new Magnetic Resonance Imaging (MRI) field-strength enhancement holds immense value for both clinical diagnostics and advanced research. However, existing methods typically focus on isolated enhancement tasks, such as specific 64mT-to-3T or 3T-to-7T transitions using limited subject cohorts, thereby failing to exploit the shared degradation patterns inherent across different field strengths and severely restricting model generalization.