Deep Learning Deformation Initialization for Rapid Groupwise Registration of Inhomogeneous Image Populations.
Sahar AhmadJingfan FanPei DongXiaohuan CaoPew-Thian YapDinggang ShenPublished in: Frontiers Neuroinformatics (2019)
Keyphrases
- groupwise registration
- deep learning
- image features
- image data
- deformation field
- high resolution
- single image
- multiscale
- input image
- segmentation method
- atlas construction
- image registration
- region of interest
- test images
- image segmentation
- vector field
- computer vision
- medical image analysis
- similarity measure
- feature selection
- unsupervised learning
- medical images
- anatomical structures
- markov random field
- image analysis
- machine learning