3D regression neural network for the quantification of enlarged perivascular spaces in brain MRI.
Florian DubostHieab H. AdamsGerda BortsovaMohammad Arfan IkramWiro J. NiessenMeike W. VernooijMarleen de BruijnePublished in: Medical Image Anal. (2019)
Keyphrases
- brain mri
- neural network
- magnetic resonance images
- anatomical structures
- mri brain
- regression model
- linear regression
- region growing
- artificial neural networks
- neural network model
- generalized regression neural network
- regression analysis
- back propagation
- regression problems
- inter subject registration
- partial volume
- multiple sclerosis
- support vector regression
- pattern recognition
- bp neural network
- model selection
- pairwise
- support vector
- prediction model
- medical imaging
- gaussian processes
- medical images
- mutual information
- high resolution
- high quality
- genetic algorithm