mixOmics: An R package for ‘omics feature selection and multiple data integration

Florian Rohart, Benoît Gautier, Amrit Singh, +1

PLoS Computational Biology

EngineeringGenomicsMultiple Data IntegrationR PackageData Science +15

DIABLO: an integrative approach for identifying key molecular drivers from multi-omics assays

Amrit Singh, Casey P. Shannon, Benoît Gautier, +4

Bioinformatics

<tt>mixOmics</tt> : an R package for ‘omics feature selection and multiple data integration

Florian Rohart, Benoît Gautier, Amrit Singh, +1

Estimation of non-additive genetic variance in human complex traits from a large sample of unrelated individuals

Valentin Hivert, Julia Sidorenko, Florian Rohart, +5

The American Journal of Human Genetics

Genetic AnalysisUnrelated IndividualsGenotype-phenotype AssociationHuman VariationMedicine +10

MINT: a multivariate integrative method to identify reproducible molecular signatures across independent experiments and platforms

Florian Rohart, Aïda Eslami, Nicholas Matigian, +2

BMC Bioinformatics

YuGene: A simple approach to scale gene expression data derived from different platforms for integrated analyses

Kim‐Anh Lê Cao, Florian Rohart, Leo McHugh, +2

Genomics

A molecular classification of human mesenchymal stromal cells

Florian Rohart, Elizabeth A. Mason, Nicholas Matigian, +10

PeerJ

Adult Stem CellPathologyMsc MarkersGene Expression ProfilingRegenerative Medicine +15

Phenotypic prediction based on metabolomic data for growing pigs from three main European breeds1

Florian Rohart, A. Paris, Béatrice Laurent, +10

Journal of Animal Science

GeneticsGenetic EpidemiologyMetabolomic ProfilingMetabolomic DataMain European Breeds1 +23

DIABLO: from multi-omics assays to biomarker discovery, an integrative approach

Amrit Singh, Casey P. Shannon, Benoît Gautier, +4

EngineeringImmunologyMultiomicsBioanalysisOmics Technology +18

Disease surveillance based on Internet-based linear models: an Australian case study of previously unmodeled infection diseases

Florian Rohart, Gabriel Milinovich, Simon M R Avril, +3

Scientific Reports