KLDivNet, a neural estimator of the Donsker-Varadhan lower bound on KL-divergence, embedded in a VoxelMorph-style network, improves unsupervised multi-modality deformable registration Dice and ASD over MI and LNCC baselines.
An unsupervised learning model for deformable medical im- age registration
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KLDivNet: An unsupervised neural network for multi-modality image registration
KLDivNet, a neural estimator of the Donsker-Varadhan lower bound on KL-divergence, embedded in a VoxelMorph-style network, improves unsupervised multi-modality deformable registration Dice and ASD over MI and LNCC baselines.