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Probabilistic Modeling of Anatomical Variability Using a Low Dimensional Parameterization of Diffeomorphisms

We present an efficient probabilistic model of anatomical variability in a linear space of initial velocities of diffeomorphic transformations and demonstrate its benefits in clinical studies of brain anatomy. To overcome the computational challenges of the high dimensional deformation-based descrip...

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Bibliografische gegevens
Gepubliceerd in:Med Image Anal
Hoofdauteurs: Zhang, Miaomiao, Wells, William M., Golland, Polina
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2017
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5578831/
https://ncbi.nlm.nih.gov/pubmed/28732595
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2017.06.013
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