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Learning a Probabilistic Model for Diffeomorphic Registration

Author(s): Julian Krebs, Herve Delingette, Boris Mailhé, Nicholas Ayache, Tommaso Mansi
Learning a Probabilistic Model for Diffeomorphic Registration 1200 709 IEEE Transactions on Medical Imaging (TMI)

We propose to learn a low-dimensional probabilistic deformation model from data which can be used for the registration and the analysis of deformations. The latent variable model maps similar deformations…

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