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Page 1
Omics data integration in computational biology viewed through the prism of machine learning paradigms.
Front Bioinform. 2023 Aug 4;3:1191961. doi: 10.3389/fbinf.2023.1191961. eCollection 2023.
Front Bioinform. 2023.
PMID: 37600970
Free PMC article.
Review.
Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data.
Mirkes EM, Bac J, Fouché A, Stasenko SV, Zinovyev A, Gorban AN.
Mirkes EM, et al. Among authors: fouche a.
Entropy (Basel). 2022 Dec 24;25(1):33. doi: 10.3390/e25010033.
Entropy (Basel). 2022.
PMID: 36673174
Free PMC article.
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Transcriptional Programs Define Intratumoral Heterogeneity of Ewing Sarcoma at Single-Cell Resolution.
Aynaud MM, Mirabeau O, Gruel N, Grossetête S, Boeva V, Durand S, Surdez D, Saulnier O, Zaïdi S, Gribkova S, Fouché A, Kairov U, Raynal V, Tirode F, Grünewald TGP, Bohec M, Baulande S, Janoueix-Lerosey I, Vert JP, Barillot E, Delattre O, Zinovyev A.
Aynaud MM, et al. Among authors: fouche a.
Cell Rep. 2020 Feb 11;30(6):1767-1779.e6. doi: 10.1016/j.celrep.2020.01.049.
Cell Rep. 2020.
PMID: 32049009
Free article.
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Modeling Progression of Single Cell Populations Through the Cell Cycle as a Sequence of Switches.
Zinovyev A, Sadovsky M, Calzone L, Fouché A, Groeneveld CS, Chervov A, Barillot E, Gorban AN.
Zinovyev A, et al. Among authors: fouche a.
Front Mol Biosci. 2022 Feb 1;8:793912. doi: 10.3389/fmolb.2021.793912. eCollection 2021.
Front Mol Biosci. 2022.
PMID: 35178429
Free PMC article.
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Transmorph: a unifying computational framework for modular single-cell RNA-seq data integration.
Fouché A, Chadoutaud L, Delattre O, Zinovyev A.
Fouché A, et al.
NAR Genom Bioinform. 2023 Jul 12;5(3):lqad069. doi: 10.1093/nargab/lqad069. eCollection 2023 Sep.
NAR Genom Bioinform. 2023.
PMID: 37448589
Free PMC article.
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Using game theory and decision decomposition to effectively discern and characterise bi-locus diseases.
Versbraegen N, Fouché A, Nachtegael C, Papadimitriou S, Gazzo A, Smits G, Lenaerts T.
Versbraegen N, et al. Among authors: fouche a.
Artif Intell Med. 2019 Aug;99:101690. doi: 10.1016/j.artmed.2019.06.006. Epub 2019 Jul 23.
Artif Intell Med. 2019.
PMID: 31606112
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