Complex-valued Multi-scale Hybrid Attention Network for Fast MRI via Sparsified Data Learning
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This study proposes a complex-valued multi-scale attention U-Net framework (SCMAU-Net) for accelerated MRI (magnetic resonance imaging) reconstruction from undersampled k-space data. The method employs a complex-valued difference transform to sparsify training... ...