AI RESEARCH
Low-Field Magnetic Resonance Image Enhancement using Undersampled k-Space
arXiv CS.CV
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ArXi:2603.14125v1 Announce Type: new Low-field magnetic resonance imaging (MRI) offers a cost-effective alternative for medical imaging in resource-limited settings. However, its widespread adoption is hindered by two key challenges: prolonged scan times and reduced image quality. Accelerated acquisition can be achieved using k-space undersampling, while image enhancement traditionally relies on spatial-domain postprocessing.