Abstract: Deep Learning Based CT-CBCT Image Registration for Adaptive Radio Therapy.
Sven KuckertzNils PapenbergJonas HoneggerTomasz MorgasBenjamin HaasStefan HeldmannPublished in: Bildverarbeitung für die Medizin (2020)
Keyphrases
- deep learning
- soft tissue
- image registration
- cone beam ct
- radiation dose
- medical images
- ct images
- computed tomography
- medical imaging
- x ray
- deformable registration
- prostate cancer
- cone beam
- projection images
- radiation therapy
- image guided
- registration framework
- medical image analysis
- machine learning
- clinical applications
- magnetic resonance
- unsupervised learning
- normal tissue
- finite element
- ct scans
- reconstruction method
- deformable models
- computer tomography
- image reconstruction
- respiratory motion
- registration parameters
- mr images
- imaging modalities
- weakly supervised
- deformation field
- mental models
- registration accuracy
- registration process
- intraoperative
- image analysis
- three dimensional
- image processing