INFusion: Diffusion Regularized Implicit Neural Representations for 2D and 3D accelerated MRI reconstruction.
Yamin ArefeenBrett LevacZach StoebnerJonathan I. TamirPublished in: CoRR (2024)
Keyphrases
- magnetic resonance imaging
- high resolution
- network architecture
- medical images
- distributed representations
- phase unwrapping
- brain white matter
- least squares
- diffusion mri
- anisotropic diffusion
- neural network
- magnetic resonance images
- image processing
- compressed sensing
- information diffusion
- mri data
- image reconstruction
- mr images
- discrete tomography
- sparse reconstruction
- white matter
- diffusion weighted mri
- medical imaging
- reconstruction process
- three dimensional
- diffusion weighted
- dw mri
- regularized least squares
- risk minimization
- internal representations
- diffusion process
- positron emission tomography
- mr imaging
- super resolution
- computer tomography
- corpus callosum
- diffusion model
- mri images
- neural model
- reconstruction method