Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control.
Esther Puyol-AntónBram RuijsinkChristian F. BaumgartnerMatthew SinclairEnder KonukogluReza RazaviAndrew P. KingPublished in: CoRR (2020)
Keyphrases
- quality control
- bayesian inference
- neural network
- machine vision
- probabilistic model
- quality assurance
- prior information
- hyperparameters
- manufacturing systems
- statistical inference
- manufacturing process
- hierarchical bayesian
- bayesian model
- product quality
- gibbs sampler
- automated visual inspection
- variational inference
- variational bayes
- bayesian models
- motion analysis
- graphical models
- expectation propagation
- real time
- support vector
- computer vision
- surface inspection