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Predicting correlated outcomes from molecular data.
Rauschenberger A, Glaab E. Rauschenberger A, et al. Among authors: glaab e. Bioinformatics. 2021 Nov 5;37(21):3889-3895. doi: 10.1093/bioinformatics/btab576. Bioinformatics. 2021. PMID: 34358294 Free PMC article.
EnrichNet: network-based gene set enrichment analysis.
Glaab E, Baudot A, Krasnogor N, Schneider R, Valencia A. Glaab E, et al. Bioinformatics. 2012 Sep 15;28(18):i451-i457. doi: 10.1093/bioinformatics/bts389. Bioinformatics. 2012. PMID: 22962466 Free PMC article.
Predictive and interpretable models via the stacked elastic net.
Rauschenberger A, Glaab E, van de Wiel MA. Rauschenberger A, et al. Among authors: glaab e. Bioinformatics. 2021 Aug 4;37(14):2012-2016. doi: 10.1093/bioinformatics/btaa535. Bioinformatics. 2021. PMID: 32437519 Free PMC article.
Ten quick tips for biomarker discovery and validation analyses using machine learning.
Diaz-Uriarte R, Gómez de Lope E, Giugno R, Fröhlich H, Nazarov PV, Nepomuceno-Chamorro IA, Rauschenberger A, Glaab E. Diaz-Uriarte R, et al. Among authors: glaab e. PLoS Comput Biol. 2022 Aug 11;18(8):e1010357. doi: 10.1371/journal.pcbi.1010357. eCollection 2022 Aug. PLoS Comput Biol. 2022. PMID: 35951526 Free PMC article. No abstract available.
Altered infective competence of the human gut microbiome in COVID-19.
de Nies L, Galata V, Martin-Gallausiaux C, Despotovic M, Busi SB, Snoeck CJ, Delacour L, Budagavi DP, Laczny CC, Habier J, Lupu PC, Halder R, Fritz JV, Marques T, Sandt E, O'Sullivan MP, Ghosh S, Satagopam V; CON-VINCE Consortium; Krüger R, Fagherazzi G, Ollert M, Hefeng FQ, May P, Wilmes P. de Nies L, et al. Microbiome. 2023 Mar 9;11(1):46. doi: 10.1186/s40168-023-01472-7. Microbiome. 2023. PMID: 36894986 Free PMC article.
96 results