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Spherical Topic Models for Imaging Phenotype Discovery in Genetic Studies

In this paper, we use Spherical Topic Models to discover the latent structure of lung disease. This method can be widely employed when a measurement for each subject is provided as a normalized histogram of relevant features. In this paper, the resulting descriptors are used as phenotypes to identif...

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Pubblicato in:Bayesian Graph Models Biomed Imaging (2014)
Autori principali: Batmanghelich, Kayhan N., Cho, Michael, Jose, Raul San, Golland, Polina
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2014
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4337963/
https://ncbi.nlm.nih.gov/pubmed/25717477
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-12289-2_10
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