DeepSeg: deep neural network framework for automatic brain tumor segmentation using magnetic resonance FLAIR images.
Ramy A. ZeineldinMohamed E. KararJan CoburgerChristian Rainer WirtzOliver BurgertPublished in: Int. J. Comput. Assist. Radiol. Surg. (2020)
Keyphrases
- magnetic resonance
- mr images
- image data
- image slices
- image registration
- neural network
- brain tumors
- medical images
- mr brain images
- accurate segmentation
- contrast enhanced
- magnetic resonance images
- mr brain
- cardiac magnetic resonance
- brain images
- nonrigid registration
- intensity inhomogeneity
- mr imaging
- input image
- cardiac motion
- fully automatic
- multiple sclerosis
- brain mr images
- pet images
- three dimensional
- positron emission tomography
- deformable registration
- partial volume
- prostate segmentation
- soft tissue
- pattern recognition
- brain image segmentation
- brain tumor segmentation
- high quality