Automatic detection of anatomical landmarks in brain MR scanning using multi-task deep neural networks.
Xulei YangWai Teng TangGabriel TjioSi Yong YeoYi SuPublished in: Neurocomputing (2020)
Keyphrases
- automatic detection
- multi task
- anatomical landmarks
- mri scans
- neural network
- mr images
- mri data
- magnetic resonance images
- medical images
- brain images
- brain tumors
- anatomical structures
- medical imaging
- brain imaging
- cortical surface
- deformable registration
- model based segmentation
- magnetic resonance
- learning tasks
- image registration
- surface registration
- multi class
- accurate segmentation
- gaussian processes
- feature selection
- learning problems
- human body
- human brain
- image processing
- transfer learning
- magnetic resonance imaging
- white matter
- machine learning
- image analysis
- soft tissue
- medical image analysis
- computed tomography
- segmentation method
- x ray
- image data