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Integrating omics datasets with the OmicsPLS package.
Bouhaddani SE, Uh HW, Jongbloed G, Hayward C, Klarić L, Kiełbasa SM, Houwing-Duistermaat J. Bouhaddani SE, et al. BMC Bioinformatics. 2018 Oct 11;19(1):371. doi: 10.1186/s12859-018-2371-3. BMC Bioinformatics. 2018. PMID: 30309317 Free PMC article.
Statistical integration of two omics datasets using GO2PLS.
Gu Z, El Bouhaddani S, Pei J, Houwing-Duistermaat J, Uh HW. Gu Z, et al. Among authors: el bouhaddani s. BMC Bioinformatics. 2021 Mar 18;22(1):131. doi: 10.1186/s12859-021-03958-3. BMC Bioinformatics. 2021. PMID: 33736604 Free PMC article.
Estimation of the effect of surrogate multi-omic biomarkers.
Fuady AM, El Bouhaddani S, Uh HW, Houwing-Duistermaat J. Fuady AM, et al. Among authors: el bouhaddani s. Theor Biol Forum. 2021 Jan 1;114(1-2):59-73. doi: 10.19272/202111402006. Theor Biol Forum. 2021. PMID: 35502731
Evaluation of O2PLS in Omics data integration.
Bouhaddani SE, Houwing-Duistermaat J, Salo P, Perola M, Jongbloed G, Uh HW. Bouhaddani SE, et al. BMC Bioinformatics. 2016 Jan 20;17 Suppl 2(Suppl 2):11. doi: 10.1186/s12859-015-0854-z. BMC Bioinformatics. 2016. PMID: 26822911 Free PMC article.
Artificial intelligence to enhance clinical value across the spectrum of cardiovascular healthcare.
Gill SK, Karwath A, Uh HW, Cardoso VR, Gu Z, Barsky A, Slater L, Acharjee A, Duan J, Dall'Olio L, El Bouhaddani S, Chernbumroong S, Stanbury M, Haynes S, Asselbergs FW, Grobbee DE, Eijkemans MJC, Gkoutos GV, Kotecha D; BigData@Heart Consortium and the cardAIc group. Gill SK, et al. Among authors: el bouhaddani s. Eur Heart J. 2023 Mar 1;44(9):713-725. doi: 10.1093/eurheartj/ehac758. Eur Heart J. 2023. PMID: 36629285 Free PMC article.
Human Plasma N-glycosylation as Analyzed by Matrix-Assisted Laser Desorption/Ionization-Fourier Transform Ion Cyclotron Resonance-MS Associates with Markers of Inflammation and Metabolic Health.
Reiding KR, Ruhaak LR, Uh HW, El Bouhaddani S, van den Akker EB, Plomp R, McDonnell LA, Houwing-Duistermaat JJ, Slagboom PE, Beekman M, Wuhrer M. Reiding KR, et al. Among authors: el bouhaddani s. Mol Cell Proteomics. 2017 Feb;16(2):228-242. doi: 10.1074/mcp.M116.065250. Epub 2016 Dec 8. Mol Cell Proteomics. 2017. PMID: 27932526 Free PMC article.