Smoothness regularization on Manifolds (STORM)

Many subjects in MRI cannot tolerate the breath-held cardiac MRI exams. The STORM framework is a free-breathing and ungated dynamic MRI scheme. It exploits the manifold structure of images in the dataset to recover them from highly undersampled measurements. The data is acquired using a spiral or radial sequence, and the reconstruction relies on a kernel low-rank algorithm.