Mixed graphical models for integrative causal analysis with application to chronic lung disease diagnosis and prognosis

MOTIVATION: Integration of data from different modalities is a necessary step for multi-scale data analysis in many fields, including biomedical research and systems biology. Directed graphical models offer an attractive tool for this problem because they can represent both the complex, multivariate...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Sedgewick, Andrew J, Buschur, Kristina, Shi, Ivy, Ramsey, Joseph D, Raghu, Vineet K, Manatakis, Dimitris V, Zhang, Yingze, Bon, Jessica, Chandra, Divay, Karoleski, Chad, Sciurba, Frank C, Spirtes, Peter, Glymour, Clark, Benos, Panayiotis V
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2019
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Original Papers
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6449754/
https://ncbi.nlm.nih.gov/pubmed/30192904
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty769
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