DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans.
Ye ZhangYulu GongDongji CuiXinrui LiXinyu ShenPublished in: CoRR (2024)
Keyphrases
- mri scans
- model based segmentation
- accurate segmentation
- mri data
- medical imaging
- magnetic resonance images
- brain imaging
- white matter
- brain tumors
- medical images
- deformable registration
- mr images
- fully automatic
- magnetic resonance imaging
- automatic segmentation
- image segmentation
- segmentation method
- multiscale
- shape prior
- intensity distribution
- region growing
- low contrast
- segmentation algorithm
- brain tissue
- image registration
- image analysis
- three dimensional
- energy function
- final result
- diffusion tensor
- information processing