VoxelMorph: A Learning Framework for Deformable Medical Image Registration

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

We present VoxelMorph, a fast learning-based framework for deformable, pairwise medical image registration. Traditional registration methods optimize an objective function for each pair of images, which can be time-consuming for large datasets or rich deformation models. In contrast to this approach...

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Bibliographic Details
Main Authors: Balakrishnan, Guha (Author), Zhao, Amy (Xiaoyu Amy) (Author), Sabuncu, Mert R (Author), Guttag, John V (Author), Dalca, Adrian Vasile (Author)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE), 2021-01-25T20:19:20Z.
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