A3SOM, abstained explainable semi-supervised neural network based on self-organizing map
Creux, Constance, Zehraoui, Farida, Hanczar, Blaise, Tahi, Fariza
Published in PloS one (25.05.2023)
Published in PloS one (25.05.2023)
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Journal Article
Biological interpretation of deep neural network for phenotype prediction based on gene expression
Hanczar, Blaise, Zehraoui, Farida, Issa, Tina, Arles, Mathieu
Published in BMC bioinformatics (04.11.2020)
Published in BMC bioinformatics (04.11.2020)
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Journal Article
GAN-based data augmentation for transcriptomics: survey and comparative assessment
Lacan, Alice, Sebag, Michèle, Hanczar, Blaise
Published in Bioinformatics (Oxford, England) (30.06.2023)
Published in Bioinformatics (Oxford, England) (30.06.2023)
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Journal Article
Analysis of feature selection stability on high dimension and small sample data
Dernoncourt, David, Hanczar, Blaise, Zucker, Jean-Daniel
Published in Computational statistics & data analysis (01.03.2014)
Published in Computational statistics & data analysis (01.03.2014)
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Journal Article
Small-sample precision of ROC-related estimates
Hanczar, Blaise, Hua, Jianping, Sima, Chao, Weinstein, John, Bittner, Michael, Dougherty, Edward R.
Published in Bioinformatics (15.03.2010)
Published in Bioinformatics (15.03.2010)
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Journal Article
AttOmics: attention-based architecture for diagnosis and prognosis from omics data
Beaude, Aurélien, Rafiee Vahid, Milad, Augé, Franck, Zehraoui, Farida, Hanczar, Blaise
Published in Bioinformatics (Oxford, England) (30.06.2023)
Published in Bioinformatics (Oxford, England) (30.06.2023)
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Journal Article
Interpretable and accurate prediction models for metagenomics data
Prifti, Edi, Chevaleyre, Yann, Hanczar, Blaise, Belda, Eugeni, Danchin, Antoine, Clément, Karine, Zucker, Jean-Daniel
Published in Gigascience (01.03.2020)
Published in Gigascience (01.03.2020)
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Journal Article