Atlas-ISTN: Joint segmentation, registration and atlas construction with image-and-spatial transformer networks.
Matthew SinclairAndreas SchuhKarl HahnKersten PetersenYing BaiJames BattenMichiel SchaapBen GlockerPublished in: Medical Image Anal. (2022)
Keyphrases
- atlas construction
- joint segmentation
- groupwise registration
- image registration
- probabilistic atlas
- diffusion tensor
- registration process
- mr images
- deformable models
- deformable registration
- image segmentation
- atlas based segmentation
- medical image analysis
- tensor field
- region of interest
- image data
- image analysis
- image pairs
- surface meshes
- multiscale
- image matching
- space time
- deformation field
- single image
- feature points
- medical images
- high resolution
- computer vision