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GraphGONet: a self-explaining neural network encapsulating the Gene Ontology graph for phenotype prediction on gene expression.
Bioinformatics. 2022 Apr 28;38(9):2504-2511. doi: 10.1093/bioinformatics/btac147.
Bioinformatics. 2022.
PMID: 35266505
Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data.
Bourgeais V, Zehraoui F, Ben Hamdoune M, Hanczar B.
Bourgeais V, et al.
BMC Bioinformatics. 2021 Sep 22;22(Suppl 10):455. doi: 10.1186/s12859-021-04370-7.
BMC Bioinformatics. 2021.
PMID: 34551707
Free PMC article.
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Assessment of deep learning and transfer learning for cancer prediction based on gene expression data.
Hanczar B, Bourgeais V, Zehraoui F.
Hanczar B, et al. Among authors: bourgeais v.
BMC Bioinformatics. 2022 Jul 3;23(1):262. doi: 10.1186/s12859-022-04807-7.
BMC Bioinformatics. 2022.
PMID: 35786378
Free PMC article.
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