Deformable MRI-CT liver image registration using convolutional neural network with modality independent neighborhood descriptors.
Yabo FuYang LeiTonghe WangJun ZhouWalter J. CurranPretesh PatelTian LiuXiaofeng YangPublished in: Medical Imaging: Computer-Aided Diagnosis (2021)
Keyphrases
- medical images
- ct images
- convolutional neural network
- image registration
- medical imaging
- deformable models
- computed tomography
- multi modality
- magnetic resonance imaging
- ct scans
- ct data
- medical image analysis
- soft tissue
- magnetic resonance images
- computer tomography
- mri images
- magnetic resonance
- mr images
- anatomical structures
- imaging modalities
- medical image registration
- registration accuracy
- face detection
- registration process
- region of interest
- rigid registration
- computer aided diagnosis
- brain images
- organ motion
- contrast enhanced
- mri data
- deformable registration
- accurate registration
- neural network
- multi modal
- mri brain
- affine transformation
- treatment planning
- mutual information
- multislice
- computer vision
- x ray
- image modalities
- image processing
- clinical applications
- image guided
- deformation field
- image matching
- object detection
- image analysis