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A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration
To circumvent the need for predefined examples, and thereby to increase convenience of training ConvNets for image registration, we propose the Deep Learning Image Registration (DLIR) framework for \textit{unsupervised} affine and deformable image registration.
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network
In this work we propose a deep learning network for deformable image registration (DIRNet).
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