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Ontology-driven integrative analysis of omics data through Onassis.

Galeota E, Kishore K, Pelizzola M. Galeota E, et al. Sci Rep. 2020 Jan 20;10(1):703. doi: 10.1038/s41598-020-57716-1. Sci Rep. 2020. PMID: 31959844 Free PMC article.

Multi-view Subspace Clustering Analysis for Aggregating Multiple Heterogeneous Omics Data.

Shi Q, Hu B, Zeng T, Zhang C. Shi Q, et al. Front Genet. 2019 Aug 20;10:744. doi: 10.3389/fgene.2019.00744. eCollection 2019. Front Genet. 2019. PMID: 31497031 Free PMC article.

A novel framework for horizontal and vertical data integration in cancer studies with application to survival time prediction models.

Mihaylov I, Kańduła M, Krachunov M, Vassilev D. Mihaylov I, et al. Biol Direct. 2019 Nov 21;14(1):22. doi: 10.1186/s13062-019-0249-6. Biol Direct. 2019. PMID: 31752974 Free PMC article.

An ontology-guided semantic data integration framework to support integrative data analysis of cancer survival.

Zhang H, Guo Y, Li Q, George TJ, Shenkman E, Modave F, Bian J. Zhang H, et al. BMC Med Inform Decis Mak. 2018 Jul 23;18(Suppl 2):41. doi: 10.1186/s12911-018-0636-4. BMC Med Inform Decis Mak. 2018. PMID: 30066664 Free PMC article.

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