SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs

no code implementations • 13 Mar 2023 • Hanxue Gu, Hongyu He, Roy Colglazier, Jordan Axelrod, Robert French, Maciej A Mazurowski

Three-dimensional segmentation in magnetic resonance images (MRI), which reflects the true shape of the objects, is challenging since high-resolution isotropic MRIs are rare and typical MRIs are anisotropic, with the out-of-plane dimension having a much lower resolution.

MRI segmentation Segmentation