A deep learning approach to transform two orthogonal X-ray images to volumetric images for image-guided proton therapy.
Chih-Wei ChangYang LeiTonghe WangJun ZhouLiyong LinJeffrey D. BradleyTian LiuXiaofeng YangPublished in: Medical Imaging: Image Processing (2022)
Keyphrases
- x ray images
- imaging modalities
- deep learning
- image guided
- volumetric images
- medical images
- medical imaging
- x ray
- clinical trials
- medical image analysis
- unsupervised learning
- intraoperative
- treatment planning
- deformable models
- image intensity
- anatomical structures
- low contrast
- magnetic resonance images
- medical data
- mr images
- machine learning
- ct images
- coronary artery
- region of interest
- fluoroscopic images
- three dimensional
- image registration
- pattern recognition
- image processing