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Assessment of deep learning and transfer learning for cancer prediction based on gene expression data

BMC bioinformatics, 2022-07, Vol.23 (1), p.1-262, Article 262

2022

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Biobjective gradient descent for feature selection on high dimension, low sample size data

PloS one, 2024-07, Vol.19 (7), p.e0305654

2024

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Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data

BMC bioinformatics, 2021-09, Vol.22 (Suppl 10), p.455-455, Article 455

2021

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

Bioinformatics (Oxford, England), 2022-04, Vol.38 (9), p.2504-2511

2022

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A3SOM, abstained explainable semi-supervised neural network based on self-organizing map

PloS one, 2023-05, Vol.18 (5), p.e0286137-e0286137

2023

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

BMC bioinformatics, 2020-11, Vol.21 (1), p.1-501, Article 501

2020

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Comparison and benchmark of deep learning methods for non-coding RNA classification

PLoS computational biology, 2024-09, Vol.20 (9), p.e1012446

2024

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IRSOM2: a web server for predicting bifunctional RNAs

Nucleic acids research, 2023-07, Vol.51 (W1), p.W281-W288

2023

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A new Transparent Ensemble Method based on Deep learning

Procedia computer science, 2019, Vol.159, p.271-280

2019

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Effect of H2A.Z deletion is rescued by compensatory mutations in Fusarium graminearum

PLoS genetics, 2020-10, Vol.16 (10), p.e1009125-e1009125

2020

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Towards a piRNA prediction using multiple kernel fusion and support vector machine

Bioinformatics, 2014-09, Vol.30 (17), p.i364-i370

2014

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IRSOM, a reliable identifier of ncRNAs based on supervised self-organizing maps with rejection

Bioinformatics, 2018-09, Vol.34 (17), p.i620-i628

2018

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

Bioinformatics (Oxford, England), 2023-06, Vol.39 (Supplement_1), p.i94-i102

2023

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IpiRId: Integrative approach for piRNA prediction using genomic and epigenomic data

PloS one, 2017-06, Vol.12 (6), p.e0179787-e0179787

2017

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miRBoost: boosting support vector machines for microRNA precursor classification

RNA (Cambridge), 2015-05, Vol.21 (5), p.775-785

2015

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P039 Evolutionary course of Juvenile Idiopathic Arthritis

Rheumatology (Oxford, England), 2021-11, Vol.60 (Supplement_5)

2021

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AB0237 INFECTIONS IN PATIENTS WITH RHEUMATOID ARTHRITIS TREATED WITH RITUXIMAB AND ANTI-TNF INHIBITOR

Annals of the rheumatic diseases, 2021-06, Vol.80 (Suppl 1), p.1144-1144

2021

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IRSOM, a reliable identifier of ncRNAs based on supervised self-organizing maps with rejection

Bioinformatics (Oxford, England), 2018-09, Vol.34 (17), p.i620-i628

2018

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Trois Marches pour le même combat : long est le chemin vers l’égalité

Migrations société (Paris), 2015-05, Vol.N° 159-160 (3), p.89-116

Zehraoui, Ahsène

2015

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Treatment of Dynamic Mixture of n-Hexane, Benzene, and Methanol and Fungi Community Characterization in an Integrated Scheme of Cyclic Adsorption/Desorption Beds and Trickle Bed Air Biofilter

Air, soil and water research, 2020-01, Vol.8 (1)

2020

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FRI0016 No relationships between acpa and periodontitis in early rheumatoid arthritis

Annals of the rheumatic diseases, 2018-06, Vol.77 (Suppl 2), p.555

2018

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Genome-wide Mapping of DNA Methylation in the Human Malaria Parasite Plasmodium falciparum

Cell host & microbe, 2013-12, Vol.14 (6), p.696-706

2013

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Patulin is a cultivar-dependent aggressiveness factor favouring the colonization of apples by Penicillium expansum

Molecular plant pathology, 2016-08, Vol.17 (6), p.920-930

2016

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Effect of methanol on the biofiltration of n-hexane

Journal of hazardous materials, 2012-06, Vol.219-220, p.176-182

2012

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Zebularine, a DNA Methylation Inhibitor, Activates Anthocyanin Accumulation in Grapevine Cells

Genes, 2022-07, Vol.13 (7), p.1256-30

2022

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Assessment of deep learning and transfer learning for cancer prediction based on gene expression data

Biobjective gradient descent for feature selection on high dimension, low sample size data

Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data

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

A3SOM, abstained explainable semi-supervised neural network based on self-organizing map

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

Comparison and benchmark of deep learning methods for non-coding RNA classification

IRSOM2: a web server for predicting bifunctional RNAs

A new Transparent Ensemble Method based on Deep learning

Effect of H2A.Z deletion is rescued by compensatory mutations in Fusarium graminearum

Towards a piRNA prediction using multiple kernel fusion and support vector machine

IRSOM, a reliable identifier of ncRNAs based on supervised self-organizing maps with rejection

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

IpiRId: Integrative approach for piRNA prediction using genomic and epigenomic data

miRBoost: boosting support vector machines for microRNA precursor classification

P039 Evolutionary course of Juvenile Idiopathic Arthritis

AB0237 INFECTIONS IN PATIENTS WITH RHEUMATOID ARTHRITIS TREATED WITH RITUXIMAB AND ANTI-TNF INHIBITOR

IRSOM, a reliable identifier of ncRNAs based on supervised self-organizing maps with rejection

Trois Marches pour le même combat : long est le chemin vers l’égalité

Treatment of Dynamic Mixture of n-Hexane, Benzene, and Methanol and Fungi Community Characterization in an Integrated Scheme of Cyclic Adsorption/Desorption Beds and Trickle Bed Air Biofilter

FRI0016 No relationships between acpa and periodontitis in early rheumatoid arthritis

Genome-wide Mapping of DNA Methylation in the Human Malaria Parasite Plasmodium falciparum

Patulin is a cultivar-dependent aggressiveness factor favouring the colonization of apples by Penicillium expansum

Effect of methanol on the biofiltration of n-hexane

Zebularine, a DNA Methylation Inhibitor, Activates Anthocyanin Accumulation in Grapevine Cells

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