A deep learning approach for 2D ultrasound and 3D CT/MR image registration in liver tumor ablation.
Wei WeiHaishan XuJulian AlpersMarko RakChristian HansenPublished in: Comput. Methods Programs Biomed. (2021)
Keyphrases
- deep learning
- image registration
- contrast enhanced
- accurate registration
- ct data
- intraoperative
- medical imaging
- ct images
- respiratory motion
- computed tomography
- pre operative
- magnetic resonance
- treatment planning
- beating heart
- brain tumors
- ultrasound probe
- unsupervised feature learning
- x ray
- deformation field
- magnetic resonance images
- nonrigid registration
- medical images
- unsupervised learning
- image guided
- ct scans
- computer assisted
- automatic segmentation
- medical image analysis
- machine learning
- brain tumor segmentation
- patient specific
- registration accuracy
- mental models
- ultrasound images
- lymph nodes
- clinical applications
- imaging modalities
- weakly supervised
- soft tissue
- brain images
- deformable registration
- registration errors
- image analysis
- image processing
- computer vision
- statistical shape model
- anatomical structures
- magnetic resonance imaging
- mr images
- minimally invasive