Non-rigid MRI-CT image registration with unsupervised deepdlearning-based deformation prediction.
Yabo FuYang LeiJun ZhouTonghe WangAshesh B. JaniPretesh PatelHui MaoWalter J. CurranTian LiuXiaofeng YangPublished in: Medical Imaging: Image Processing (2020)
Keyphrases
- image registration
- medical imaging
- magnetic resonance imaging
- accurate registration
- deformable registration
- medical images
- surface registration
- computed tomography
- medical image analysis
- deformation model
- magnetic resonance images
- mutual information
- ct images
- registration process
- mri images
- computer tomography
- deformation field
- respiratory motion
- ct scans
- medical image registration
- anatomical structures
- image pairs
- image alignment
- inter subject
- rigid transformation
- mri data
- x ray
- affine transformation
- deformable shapes
- magnetic resonance
- image analysis
- intensity based registration
- nonrigid registration
- mri brain
- brain tumors
- registration errors
- displacement field
- image guided
- image processing
- image reconstruction
- computer vision
- multislice
- high resolution
- motion estimation
- mr images
- soft tissue
- feature points
- registration framework
- free form deformation
- deformable models
- beating heart
- three dimensional
- automatic segmentation
- thin plate spline