Multi-channel multi-scale fully convolutional network for 3D perivascular spaces segmentation in 7T MR images.
Chunfeng LianJun ZhangMingxia LiuXiaopeng ZongSheng-Che HungWeili LinDinggang ShenPublished in: Medical Image Anal. (2018)
Keyphrases
- multi channel
- mr images
- multiscale
- lesion segmentation
- medical images
- brain mr images
- magnetic resonance
- brain tumors
- partial volume
- magnetic resonance images
- intensity inhomogeneity
- microscopy images
- cardiac magnetic resonance
- dice similarity coefficient
- mr imaging
- brain structures
- bias field
- convolutional network
- manual segmentation
- brain mri
- image segmentation
- coarse to fine
- mri data
- edge detection
- brain tissue
- medical imaging
- image data
- scale space
- multiple sclerosis
- segmentation algorithm
- convolutional neural networks
- level set
- deformable models
- brain images
- local binary pattern
- image processing
- image analysis
- segmentation method
- region growing