Integrating omics datasets with the OmicsPLS package

Integrating omics datasets with the OmicsPLS package

Abstract Background With the exponential growth in available biomedical data, there is a need for data integration methods that can extract information about relationships between the data sets. However, these data sets might have very different characteristics. For interpretable results, data-speci...

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Bibliographic Details
Main Authors: Said el Bouhaddani, Hae-Won Uh, Geurt Jongbloed, Caroline Hayward, Lucija Klarić, Szymon M. Kiełbasa, Jeanine Houwing-Duistermaat
Format: Article
Language:English
Published: BMC 2018-10-01
Series:BMC Bioinformatics
Subjects:
Omics data integration
Joint principal components
Data-specific variation
R package
O2PLS
Online Access:http://link.springer.com/article/10.1186/s12859-018-2371-3

Internet

http://link.springer.com/article/10.1186/s12859-018-2371-3

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