3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning.
Maureen van EijnattenLeonardo RundoKees Joost BatenburgFelix LuckaEmma BeddowesCarlos CaldasFerdia A. GallagherEvis SalaCarola-Bibiane SchönliebRamona WoitekPublished in: CoRR (2020)
Keyphrases
- deep learning
- ct images
- deformable registration
- unsupervised learning
- weakly supervised
- medical images
- brain images
- image registration
- medical imaging
- computed tomography
- radiation therapy
- deformation field
- ct scans
- prostate cancer
- similarity metric
- machine learning
- b spline
- diffusion tensor
- semi supervised
- treatment planning
- brain tumors
- statistical shape model
- mr images
- magnetic resonance images
- region of interest
- image intensity
- object recognition
- anatomical structures
- dimensionality reduction
- ground truth
- boundary conditions
- magnetic resonance imaging
- magnetic resonance
- expectation maximization
- object detection
- image processing