Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks
Diffeomorphic deformable image registration is crucial in many medical image studies, as it offers unique, special features including topology preservation and invertibility of the transformation. Recent deep learning-based deformable image registration methods achieve fast image registration by leveraging a convolutional neural network (CNN) to learn the spatial transformation from the …