Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN.
Qiu GuanYizhou ChenZihan WeiAli Asghar HeidariHaigen HuXuhua YangJianwei ZhengQianwei ZhouHuiling ChenFeng ChenPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- medical images
- lesion detection
- computer aided diagnosis
- biomedical images
- medical imaging
- anatomical structures
- mr images
- ct images
- medical image segmentation
- magnetic resonance imaging
- medical image analysis
- multi modality
- medical diagnosis
- magnetic resonance images
- magnetic resonance
- region of interest
- ct scans
- brain images
- texture features
- gray level
- computed tomography
- image analysis
- mri images
- multi channel
- medical image retrieval
- computer tomography
- computer vision
- structuring elements
- gabor filters
- input image
- image data
- color images
- image segmentation