Dictionary Based Reconstruction of Dynamic Complex MRI Data

Keywords

able accelerate accelerates achieve acquisition adapt aforementioned allows already around auxiliary background basis benchmarked best better biomedical caballero captured cardiac challenging cine coil college complex computing confirmed consider constraints convergence criterion dictionaries dictionary dimensions domain domains done dynamic easily enforcing essential even every examples feature find fixed frames full fully furthermore gradient gradients greatly ground imaginary impact importantly imposes impractical improve iteratively king kingdom learned learning like limited magazine magnitude mainly majority make many masks medicine modality model models nature noise open part particular parts patch patches peak performance powerful practice price problem processing produces propose proposed quality question real reconstruct reconstruction reconstructions recovery refer related representations represented revealed sampled sampling sciences seeks sense shortening solution solutions space sparse sparsely sparser sparsest sparsity speed square still subject subjects suboptimal subproblems suitable supplying support surpasses system systole taking task temporal though traditional train trained training transform transforms truth various vast wavelets white