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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Bibliografische gegevens
Gepubliceerd in:Bioinformatics
Hoofdauteurs: 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
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Oxford University Press 2019
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Original Papers
Online toegang: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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