Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets.
Le ZhangMarco PereañezChristopher BowlesStefan K. PiechnikStefan NeubauerSteffen E. PetersenAlejandro F. FrangiPublished in: MICCAI (2) (2019)
Keyphrases
- missing data
- missing values
- multislice
- generative model
- image processing
- data imputation
- left ventricle
- high resolution
- imaging systems
- cp nets
- incomplete data
- image analysis
- missing data imputation
- cardiac motion
- imputation methods
- population size
- computer vision
- medical imaging
- multi agent
- random field model
- discriminative learning
- clinical applications
- conditional probabilities
- contrast agent
- imaging devices
- data driven
- unsupervised learning