Deep attention super-resolution of brain magnetic resonance images acquired under clinical protocols.
Bryan M. LiLeonardo V. CastorinaMaria del C. Valdés HernándezUna ClancyStewart J. WisemanEleni SakkaAmos J. StorkeyDaniela Jaime GarciaYajun ChengFergus DoubalMichael J. ThrippletonMichael S. StringerJoanna M. WardlawPublished in: Frontiers Comput. Neurosci. (2022)
Keyphrases
- magnetic resonance images
- super resolution
- high resolution
- disease progression
- brain tissue
- multiple sclerosis
- low resolution
- brain tumors
- tissue segmentation
- brain structures
- image reconstruction
- diffusion weighted
- image restoration
- low resolution images
- white matter
- mr images
- gray matter
- high resolution images
- mri data
- super resolution reconstruction
- partial volume
- medical images
- diffusion tensor
- image super resolution
- partial volume effects
- high quality
- brain imaging
- image processing
- motion blur
- magnetic resonance imaging
- remote sensing
- light field
- depth map
- medical imaging
- brain images
- diffusion mri
- motion estimation
- image sequences
- three dimensional