Uncertainty-Aware Deep Learning Based Deformable Registration.
Irina GrigorescuAlena UusDaan ChristiaensLucilio Cordero-GrandeJana HutterDafnis BatalleA. David EdwardsJoseph V. HajnalMarc ModatMaria DeprezPublished in: UNSURE/PIPPI@MICCAI (2021)
Keyphrases
- deep learning
- deformable registration
- image registration
- brain images
- deformation field
- prostate cancer
- unsupervised learning
- b spline
- machine learning
- statistical shape model
- similarity metric
- mental models
- diffusion tensor
- medical images
- weakly supervised
- multiresolution
- topic models
- mutual information
- small number
- brain tumors
- reinforcement learning