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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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Detalhes bibliográficos
Publicado no:Bayesian Graph Models Biomed Imaging (2014)
Main Authors: Batmanghelich, Kayhan N., Cho, Michael, Jose, Raul San, Golland, Polina
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha: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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