Deep learning-based longitudinal CT registration for anatomy variation assessment during radiotherapy.
Yabo FuYang LeiZhen TianTonghe WangXianjin DaiJun ZhouMark McDonaldJeffrey D. BradleyTian LiuXiaofeng YangPublished in: Medical Imaging: Computer-Aided Diagnosis (2022)
Keyphrases
- deep learning
- inter patient
- radiation therapy
- treatment planning
- image guided
- medical images
- deformable registration
- intra operatively
- clinical applications
- prostate cancer
- imaging modalities
- ct images
- respiratory motion
- intraoperative
- unsupervised learning
- anatomical structures
- medical image analysis
- computed tomography
- image registration
- machine learning
- radiation dose
- three dimensional
- unsupervised feature learning
- image modalities
- ct data
- medical imaging
- left atrium
- mental models
- registration framework
- deformation field
- x ray
- magnetic resonance images
- pre operative
- weakly supervised
- ct scans
- contrast enhanced
- mr images
- lung cancer
- patient specific
- semi supervised
- d objects