DMCA-GAN: Dual Multilevel Constrained Attention GAN for MRI-Based Hippocampus Segmentation.
Xue ChenYanjun PengDapeng LiJindong SunPublished in: J. Digit. Imaging (2023)
Keyphrases
- brain structures
- brain scans
- mr images
- medical images
- mri data
- mri scans
- magnetic resonance images
- magnetic resonance imaging
- brain mri
- structuring elements
- accurate segmentation
- mri images
- grey level
- brain tumors
- medical imaging
- partial volume
- intensity distribution
- mr imaging
- level set
- segmentation algorithm
- quantitative analysis
- tissue segmentation
- bias field
- medical image analysis
- lateral ventricles
- image segmentation
- brain atlas
- human brain
- model based segmentation
- region growing
- phase contrast
- brain mr images
- magnetic resonance
- shape analysis
- edge detection
- intra subject
- dce mri
- positron emission tomography
- brain imaging
- carotid artery
- inter subject
- anatomical structures
- breast mri
- brain tumor segmentation
- automatically segmenting
- contrast enhanced
- brain tissue
- shape prior
- visual attention
- image analysis