Recovering from missing data in population imaging - Cardiac MR image imputation via conditional generative adversarial nets.
Yan XiaLe ZhangNishant RavikumarRahman AttarStefan K. PiechnikStefan NeubauerSteffen E. PetersenAlejandro F. FrangiPublished in: Medical Image Anal. (2021)
Keyphrases
- missing data
- mr imaging
- mr images
- magnetic resonance
- missing values
- multiple imputation
- mri data
- medical images
- clinical applications
- magnetic resonance images
- motion tracking
- manual segmentation
- data imputation
- cardiac magnetic resonance
- low rank
- structure from motion
- incomplete data
- generative model
- brain mr images
- contrast enhanced
- medical imaging
- partial volume effects
- brain tissue
- image data
- image analysis
- imaging modalities
- computer vision
- brain images
- three dimensional