Hanczar B - Search Results

1

GraphGONet: a self-explaining neural network encapsulating the Gene Ontology graph for phenotype prediction on gene expression.

Bourgeais V, Zehraoui F, Hanczar B. Bourgeais V, et al. Among authors: hanczar b. Bioinformatics. 2022 Apr 28;38(9):2504-2511. doi: 10.1093/bioinformatics/btac147. Bioinformatics. 2022. PMID: 35266505

2

Biological interpretation of deep neural network for phenotype prediction based on gene expression.

Hanczar B, Zehraoui F, Issa T, Arles M. Hanczar B, et al. BMC Bioinformatics. 2020 Nov 4;21(1):501. doi: 10.1186/s12859-020-03836-4. BMC Bioinformatics. 2020. PMID: 33148191 Free PMC article.

3

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. Among authors: hanczar b. BMC Bioinformatics. 2021 Sep 22;22(Suppl 10):455. doi: 10.1186/s12859-021-04370-7. BMC Bioinformatics. 2021. PMID: 34551707 Free PMC article.

4

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. BMC Bioinformatics. 2022 Jul 3;23(1):262. doi: 10.1186/s12859-022-04807-7. BMC Bioinformatics. 2022. PMID: 35786378 Free PMC article.

5

AttOmics: attention-based architecture for diagnosis and prognosis from omics data.

Beaude A, Rafiee Vahid M, Augé F, Zehraoui F, Hanczar B. Beaude A, et al. Among authors: hanczar b. Bioinformatics. 2023 Jun 30;39(39 Suppl 1):i94-i102. doi: 10.1093/bioinformatics/btad232. Bioinformatics. 2023. PMID: 37387182 Free PMC article.

6

GAN-based data augmentation for transcriptomics: survey and comparative assessment.

Lacan A, Sebag M, Hanczar B. Lacan A, et al. Among authors: hanczar b. Bioinformatics. 2023 Jun 30;39(39 Suppl 1):i111-i120. doi: 10.1093/bioinformatics/btad239. Bioinformatics. 2023. PMID: 37387181 Free PMC article.

7

Feature construction from synergic pairs to improve microarray-based classification.

Hanczar B, Zucker JD, Henegar C, Saitta L. Hanczar B, et al. Bioinformatics. 2007 Nov 1;23(21):2866-72. doi: 10.1093/bioinformatics/btm429. Epub 2007 Oct 9. Bioinformatics. 2007. PMID: 17925306

8

Small-sample precision of ROC-related estimates.

Hanczar B, Hua J, Sima C, Weinstein J, Bittner M, Dougherty ER. Hanczar B, et al. Bioinformatics. 2010 Mar 15;26(6):822-30. doi: 10.1093/bioinformatics/btq037. Epub 2010 Feb 3. Bioinformatics. 2010. PMID: 20130029

9

Classification with reject option in gene expression data.

Hanczar B, Dougherty ER. Hanczar B, et al. Bioinformatics. 2008 Sep 1;24(17):1889-95. doi: 10.1093/bioinformatics/btn349. Epub 2008 Jul 10. Bioinformatics. 2008. PMID: 18621758

10

Interpretable and accurate prediction models for metagenomics data.

Prifti E, Chevaleyre Y, Hanczar B, Belda E, Danchin A, Clément K, Zucker JD. Prifti E, et al. Among authors: hanczar b. Gigascience. 2020 Mar 1;9(3):giaa010. doi: 10.1093/gigascience/giaa010. Gigascience. 2020. PMID: 32150601 Free PMC article.

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