Streamlined magnetic resonance fingerprinting: Fast whole-brain coverage with deep-learning based parameter estimation.
Mahdi KhajehimThomas ChristenFred TamSimon J. GrahamPublished in: NeuroImage (2021)
Keyphrases
- parameter estimation
- deep learning
- magnetic resonance
- mr images
- medical images
- unsupervised learning
- maximum likelihood
- least squares
- markov random field
- model selection
- image data
- statistical models
- machine learning
- em algorithm
- image registration
- mental models
- approximate inference
- parameter estimation algorithm
- mr imaging
- expectation maximization
- weakly supervised
- ground truth
- magnetic resonance images
- pairwise
- feature selection
- graphical models
- text mining
- information extraction
- active learning
- data mining