Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI With Limited Training Data - Kofler, Andreas; Dewey, Marc; Schaeffter, Tobias; Wald, Christian; Kolbitsch, Christoph (IEEE transactions on medical imaging, 2020)
Keywords: Algorithms; Biomedical imaging; compressed sensing; Computer applications; Data augmentation; Deep Learning; Domains; dynamic MRI; Heart; Heart - diagnostic imaging; Homology; Humans; image processing; Image quality; Image reconstruction; Image rotation; Image sequences; Imaging, Three-Dimensional - methods; Iterative methods; Machine learning; Magnetic resonance imaging; Magnetic Resonance Imaging, Cine - methods; Mapping; Methods; neural networks; persistent homology analysis; Regularization; Three-dimensional displays; Training; Two dimensional displays