DeepReg: a deep learning toolkit for medical image registration.
Yunguan FuNina Montaña BrownShaheer U. SaeedAdrià CasamitjanaZachary BaumRémi DelaunayQianye YangAlexander GrimwoodZhe MinStefano B. BlumbergJuan Eugenio IglesiasDean C. BarrattEster BonmatiDaniel C. AlexanderMatthew J. ClarksonTom VercauterenYipeng HuPublished in: J. Open Source Softw. (2020)
Keyphrases
- medical image registration
- deep learning
- mutual information
- image registration
- multiresolution
- multi modality
- medical images
- unsupervised learning
- unsupervised feature learning
- elastic image registration
- machine learning
- mental models
- weakly supervised
- multi modal
- deformation field
- markov random field
- image analysis
- pairwise
- pattern recognition
- computer vision