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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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Bibliografiske detaljer
Udgivet i:Inf Process Med Imaging
Main Authors: Batmanghelich, Nematollah K., Saeedi, Ardavan, Cho, Michael, Estepar, Raul San Jose, Golland, Polina
Format: Artigo
Sprog:Inglês
Udgivet: 2015
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4527679/
https://ncbi.nlm.nih.gov/pubmed/26221665
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-19992-4_3
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