The medical AI insurgency: what physicians must know about data to practice with intelligent machines

Data matrix decomposition for accelerated dynamic MRI of three contrast enhanced image phases.18 Compressed sensing (CS) images reflect sparsity only, while low rank plus sparse (L？+？S) images provide improved spatiotemporal resolution resulting from the automated background suppression of the sparse (S) components, enhancing contrast resolution. (Reproduced with the permission of the Institute of Electrical and Electronics Engineers