Deep learning-based solvability of underdetermined inverse problems in medical imaging.
Chang Min HyunSeong Hyeon BaekMingyu LeeSung Min LeeJin Keun SeoPublished in: Medical Image Anal. (2021)
Keyphrases
- deep learning
- medical imaging
- inverse problems
- image reconstruction
- medical images
- global optimization
- x ray
- convex optimization
- unsupervised learning
- optimization methods
- image analysis
- image segmentation
- image processing
- image registration
- imaging modalities
- optimization problems
- partial differential equations
- early vision
- machine learning
- computer vision
- remote sensing
- weakly supervised
- smoothness constraint
- mental models
- pattern recognition
- high quality
- feature selection