Predictive Modeling of Anatomy with Genetic and Clinical Data

We present a semi-parametric generative model for predicting anatomy of a patient in subsequent scans following a single baseline image. Such predictive modeling promises to facilitate novel analyses in both voxel-level studies and longitudinal biomarker evaluation. We capture anatomical change thro...

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Bibliographic Details
Main Authors: Dalca, Adrian Vasile, Sridharan, Ramesh, Sabuncu, Mert R, Golland, Polina
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Springer 2018
Online Access:http://hdl.handle.net/1721.1/116142
https://orcid.org/0000-0002-8422-0136
https://orcid.org/0000-0002-5002-1227
https://orcid.org/0000-0003-2516-731X