Blind Compressed Sensing Dynamic MRI

Keywords

acceleration accelerations accurately achieved acquisitions approximate approximation arrows artifacts basis biomedical blind blurring borders breathing challenging coefficient coefficients columns combination compressed conjugate consider constraints correspond corresponds dataset datasets degrades depicts details dictionary dotted dwarf dynamic energy enforce engineering equivalently error estimation example exploit factorization features fine flash fold form frame frames free fully functions funding gating good gradually greedy heavy huge inter introduce introduced issues iterates lack larger linear local loss makes matrix minimal minimization minimize model motion much muscles myocardial nature norm note novel nuclear observe often papillary parameterized pattern penalty perfusion picked pose problem problems profile profiles promoting quadratic quality randomly rank reconstruction reconstructions reduced regularizations reported represent representation respectively respiratory retrospectively review rows sample sampled sampling saving scanner scheme schemes sensing sensitive significantly similarity since slow solution solvers solving space spaced sparse sparsity spatial specifically specified start steps strategy temporal termed trajectory trans trends uniformly ventricles white zero