Search Results for author: Julian Krebs

Found 4 papers, 0 papers with code

Learning a Probabilistic Model for Diffeomorphic Registration

no code implementations18 Dec 2018 Julian Krebs, Hervé Delingette, Boris Mailhé, Nicholas Ayache, Tommaso Mansi

Besides, we visualized the learned latent space and show that the encoded deformations can be used to transport deformations and to cluster diseases with a classification accuracy of 83% after applying a linear projection.

Deformable Medical Image Registration Diffeomorphic Medical Image Registration +1

Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration

no code implementations19 Apr 2018 Julian Krebs, Tommaso Mansi, Boris Mailhé, Nicholas Ayache, Hervé Delingette

This model enables to also generate normal or pathological deformations of any new image based on the probabilistic latent space.

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