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Multistep Networks for Deformable Multimodal Medical Image Registration

We proposed neural networks for deformable multimodal medical image registration that use multiple steps and varying resolutions. The networks were trained jointly in an unsupervised manner with Mutual Information and Gradient L2 loss. By comparing the multistep neural networks to each other and to...

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Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Anika Strittmatter, Frank G. Zollner
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: IEEE 2024-01-01
Sraith:IEEE Access
Ábhair:
Rochtain ar líne:https://ieeexplore.ieee.org/document/10552697/
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