Using only undersampled cardiac Cine data, SSFL-Recon with contrastive or VICReg feature pretraining reconstructs at up to 16x acceleration with quality comparable to supervised learning.
ESPIRiT—an eigenvalue approach to autocalibrating parallel MRI: where SENSE meets GRAPPA.,
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Self-supervised feature learning for cardiac Cine MR image reconstruction
Using only undersampled cardiac Cine data, SSFL-Recon with contrastive or VICReg feature pretraining reconstructs at up to 16x acceleration with quality comparable to supervised learning.