Fully automated segmentation of brain tumor from multiparametric MRI using 3D context U-Net with deep supervision.
Mingquan LinShadab MominBoran ZhouKatherine TangYang LeiWalter J. CurranTian LiuXiaofeng YangPublished in: Medical Imaging: Computer-Aided Diagnosis (2021)
Keyphrases
- brain tumors
- fully automated
- mr images
- magnetic resonance images
- manual segmentation
- fully automatic
- tumor segmentation
- mri images
- magnetic resonance
- low grade gliomas
- semi automated
- deformable registration
- brain tissue
- medical image analysis
- medical images
- brain mr images
- mri scans
- brain images
- carotid artery
- brain tumor segmentation
- brain scans
- tumor growth
- completely automated
- image data
- magnetic resonance imaging
- mr imaging
- automated segmentation
- mri data
- accurate segmentation
- level set
- computer aided
- deformable models