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Probabilistic Modeling of Imaging, Genetics and Diagnosis

We propose a unified Bayesian framework for detecting genetic variants associated with disease by exploiting image-based features as an intermediate phenotype. The use of imaging data for examining genetic associations promises new directions of analysis, but currently the most widely used methods m...

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Veröffentlicht in:IEEE Trans Med Imaging
Hauptverfasser: Batmanghelich, Nematollah K., Dalca, Adrian, Quon, Gerald, Sabuncu, Mert, Golland, Polina
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2016
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5364030/
https://ncbi.nlm.nih.gov/pubmed/26886973
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2016.2527784
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