Cardiac cine MRI left ventricle segmentation combining deep learning and graphical models.
Fumin GuoMatthew NgGraham A. WrightPublished in: Medical Imaging: Image Processing (2020)
Keyphrases
- graphical models
- deep learning
- mr imaging
- cardiac imaging
- magnetic resonance imaging
- left ventricle
- mr images
- belief propagation
- deep architectures
- approximate inference
- probabilistic model
- unsupervised learning
- probabilistic inference
- conditional random fields
- probabilistic graphical models
- mri data
- coronary artery
- markov networks
- bayesian networks
- machine learning
- medical images
- graph structure
- exact inference
- mental models
- left ventricular
- motion tracking
- weakly supervised
- deep belief networks
- training data
- computer vision
- short axis
- reinforcement learning
- supervised learning
- model selection