Probabilistic modeling of anatomical variability using a low dimensional parameterization of diffeomorphisms

Probabilistic modeling of anatomical variability using a low dimensional parameterization of diffeomorphisms

© 2017 Elsevier B.V. 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 defo...

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Bibliographic Details
Main Authors: Zhang, Miaomiao, Wells, William M, Golland, Polina
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Elsevier BV 2021
Online Access:https://hdl.handle.net/1721.1/135723

Internet

https://hdl.handle.net/1721.1/135723

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