Predictive Modeling of Anatomy with Genetic and Clinical Data

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 (Contributor), Sridharan, Ramesh (Contributor), Sabuncu, Mert R (Contributor), Golland, Polina (Contributor)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Springer, 2018-06-06T15:21:45Z.
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