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  1. Article

    Open Access

    Evaluation of O2PLS in Omics data integration

    Rapid computational and technological developments made large amounts of omics data available in different biological levels. It is becoming clear that simultaneous data analysis methods are needed for better ...

    Said el Bouhaddani, Jeanine Houwing-Duistermaat, Perttu Salo in BMC Bioinformatics (2016)

  2. Article

    Open Access

    Integrating omics datasets with the OmicsPLS package

    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 hav...

    Said el Bouhaddani, Hae-Won Uh, Geurt Jongbloed, Caroline Hayward in BMC Bioinformatics (2018)

  3. Article

    Open Access

    Statistical integration of two omics datasets using GO2PLS

    Nowadays, multiple omics data are measured on the same samples in the belief that these different omics datasets represent various aspects of the underlying biological systems. Integrating these omics datasets...

    Zhujie Gu, Said el Bouhaddani, Jiayi Pei, Jeanine Houwing-Duistermaat in BMC Bioinformatics (2021)