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SpecNet: Spectral Domain Convolutional Neural Network
Often, these feature maps mimic natural photographs in the sense that their energy is concentrated in the spectral domain.
SANTIS: Sampling-Augmented Neural neTwork with Incoherent Structure for MR image reconstruction
The undersampled images are generated by a fixed undersampling pattern in the training, and the trained network is then applied to reconstruct new images acquired with the same pattern in the inference.
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