Deep-learning-based CT-CBCT image registration for adaptive radio therapy.
Sven KuckertzNils PapenbergJonas HoneggerTomasz MorgasBenjamin HaasStefan HeldmannPublished in: Medical Imaging: Image Processing (2020)
Keyphrases
- deep learning
- soft tissue
- image registration
- cone beam ct
- radiation dose
- medical images
- ct images
- computed tomography
- x ray
- cone beam
- medical imaging
- prostate cancer
- deformable registration
- unsupervised learning
- image guided
- radiation therapy
- projection images
- ct scans
- machine learning
- magnetic resonance
- respiratory motion
- finite element
- image reconstruction
- registration framework
- treatment planning
- computer tomography
- clinical applications
- deformable models
- medical image analysis
- normal tissue
- image analysis
- imaging modalities
- region of interest
- three dimensional
- computer vision
- data mining
- registration accuracy
- feature space
- image segmentation