Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs.
Huu-Giao NguyenAlessia PicaPhilippe MaederAnn SchalenbourgMarta PeroniJan HrbacekDamien C. WeberMeritxell Bach CuadraRaphael SznitmanPublished in: COMPAY/OMIA@MICCAI (2018)
Keyphrases
- fully connected
- brain scans
- brain structures
- medical images
- conditional random fields
- intra subject
- magnetic resonance images
- medical imaging
- mr images
- image segmentation
- scale free
- magnetic resonance imaging
- segmentation algorithm
- segmentation method
- hidden markov models
- automatic segmentation
- semantic segmentation
- crf model
- activation function
- level set
- sequential patterns
- graphical models
- genetic algorithm