Review and recommendations on deformable image registration uncertainties for radiotherapy applications
Deformable image registration (DIR) is a versatile tool used in many applications in
radiotherapy (RT). DIR algorithms have been implemented in many commercial treatment …
radiotherapy (RT). DIR algorithms have been implemented in many commercial treatment …
Variational image registration with learned prior using multi-stage VAEs
Y Hua, K Xu, X Yang - Computers in Biology and Medicine, 2024 - Elsevier
Abstract Variational Autoencoders (VAEs) are an efficient variational inference technique
coupled with the generated network. Due to the uncertainty provided by variational …
coupled with the generated network. Due to the uncertainty provided by variational …