Towards reliable healthcare Imaging: conditional contrastive generative adversarial network for handling class imbalancing in MR Images.
Lijuan CuiDengao LiXiaofeng YangChao LiuPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- mr images
- magnetic resonance
- mr imaging
- medical images
- magnetic resonance images
- manual segmentation
- image data
- medical imaging
- mri data
- clinical applications
- brain segmentation
- nonrigid registration
- accurate segmentation
- prostate cancer
- diffusion weighted mri
- brain tumors
- brain images
- image processing
- intensity inhomogeneity
- computer vision
- brain tissue
- anatomical structures
- surface based registration
- inhomogeneity correction
- high resolution
- image analysis
- partial volume
- cardiac magnetic resonance
- multiple sclerosis
- pre operative
- brain structures
- clinical data
- medical image analysis