Automated joint skull-stripping and segmentation with Multi-Task U-Net in large mouse brain MRI databases.
Riccardo de FeoArtem ShatilloAlejandra SierraJuan Miguel ValverdeOlli GröhnFederico GioveJussi TohkaPublished in: NeuroImage (2021)
Keyphrases
- brain mri
- multi task
- magnetic resonance images
- skull stripping
- brain tissue
- region growing
- anatomical structures
- mr images
- learning tasks
- medical images
- feature selection
- multi class
- transfer learning
- medical imaging
- learning problems
- mri data
- magnetic resonance imaging
- random walker
- high resolution
- segmentation algorithm
- machine learning
- higher order
- image registration
- image features
- three dimensional
- adaptive thresholding