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Learning-based deformable image registration: effect of statistical mismatch between train and test images

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Convolutional neural networks (CNNs) offer a promising means to achieve fast deformable image registration with accuracy comparable to conventional, physics-based methods. A persistent question with CNN methods, however, is whether they will be able to general... ...