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.CV2026
Unrolled Reconstruction with Integrated Super-Resolution for Accelerated 3D LGE MRI
Md Hasibul Husain Hisham, Shireen Elhabian, Ganesh Adluru +5
Accelerated 3D late gadolinium enhancement (LGE) MRI requires robust reconstruction methods to recover thin atrial structures from undersampled k-space data. While unrolled model-b…