End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network

Bob D. de Vos, Floris F. Berendsen, Max A. Viergever +2

In this work we propose a deep learning network for deformable image registration (DIRNet). The DIRNet consists of a convolutional neural network (ConvNet) regressor, a spatial tra…