Simultaneous lesion and neuroanatomy segmentation in Multiple Sclerosis using deep neural networks.
Richard McKinleyRik WepferFabian AschwandenLorenz GrunderRaphaela MuriChristian RummelRajeev VermaChristian WeisstannerMauricio ReyesAnke SalmenAndrew ChanFranca WagnerRoland WiestPublished in: CoRR (2019)
Keyphrases
- multiple sclerosis
- brain mri
- lesion segmentation
- neural network
- magnetic resonance images
- anatomical structures
- region growing
- gad enhancing
- magnetic resonance
- white matter
- clinical trials
- human brain
- corpus callosum
- mr images
- medical images
- pattern recognition
- shape model
- shape prior
- multiscale
- computer vision
- image segmentation
- diffusion tensor imaging
- magnetic resonance imaging
- level set
- segmentation algorithm
- expert systems
- brain tumors
- brain tissue
- image analysis
- watershed transform
- multi channel
- segmentation method