Generative Method to Discover Genetically Driven Image Biomarkers

Generative Method to Discover Genetically Driven Image Biomarkers

We present a generative probabilistic approach to discovery of disease subtypes determined by the genetic variants. In many diseases, multiple types of pathology may present simultaneously in a patient, making quantification of the disease challenging. Our method seeks common co-occurring image and...

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Bibliographic Details
Main Authors: Cho, Michael (Author), Estepar, Raul San Jose (Author), Batmanghelich, Nematollah (Contributor), Saeedi, Ardavan (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-Verlag, 2017-08-24T20:21:38Z.
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