2 papers
eess.IV2026
Beyond MSE: Rician Likelihood Denoising for Self-Supervised Cardiac and MRI
Nicholas A. Jacobs, Jason Mendes, Ravi Ranjan +2
Magnetic resonance imaging involves an inherent trade-off among spatial resolution, acquisition time, and noise. This trade-off contributes to long scan times and high cost. Deep l…
cs.CV2014
Deformation corrected compressed sensing (DC-CS): a novel framework for accelerated dynamic MRI
Sajan Goud Lingala, Edward DiBella, Mathews Jacob
We propose a novel deformation corrected compressed sensing (DC-CS) framework to recover dynamic magnetic resonance images from undersampled measurements. We introduce a generalize…