Heteroscedastic Uncertainty Estimation for Probabilistic Unsupervised Registration of Noisy Medical Images.
Xiaoran ZhangDaniel H. PakShawn S. AhnXiaoxiao LiChenyu YouLawrence H. StaibAlbert J. SinusasAlexandra L. N. WongJames S. DuncanPublished in: CoRR (2023)
Keyphrases
- medical images
- multi modality
- medical image analysis
- medical image registration
- uncertain data
- clinical applications
- anatomical structures
- multimodal medical images
- medical imaging
- mr images
- medical diagnosis
- deformable models
- magnetic resonance
- medical data
- magnetic resonance images
- imaging modalities
- soft tissue
- magnetic resonance imaging
- image intensity
- computer aided diagnosis
- medical image segmentation
- ct images
- nonrigid registration
- region of interest
- clinical practice
- computed tomography
- image registration
- biomedical images
- multi modal
- x ray images
- semi supervised
- surface registration
- segmentation of medical images
- computer tomography
- image guided
- markov random field
- registration errors
- mri data
- medical image retrieval
- brain images
- computer vision
- face recognition