| mixOmics: An R package for ‘omics feature selection and multiple data integration F Rohart, B Gautier, A Singh, KA Lê Cao PLoS computational biology 13 (11), e1005752, 2017 | 2850 | 2017 |
| Sparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems KA Lê Cao, S Boitard, P Besse BMC bioinformatics 12, 1-17, 2011 | 901 | 2011 |
| DIABLO: an integrative approach for identifying key molecular drivers from multi-omics assays A Singh, CP Shannon, B Gautier, F Rohart, M Vacher, SJ Tebbutt, ... Bioinformatics 35 (17), 3055-3062, 2019 | 712* | 2019 |
| A sparse PLS for variable selection when integrating omics data KA Lê Cao, D Rossouw, C Robert-granié, P Besse Statistical Applications in Genetics & Molecular Biology 7 (1), 1-29, 2008 | 629 | 2008 |
| integrOmics: an R package to unravel relationships between two omics datasets KA Lê Cao, I González, S Déjean Bioinformatics 25 (21), 2855-2856, 2009 | 459 | 2009 |
| Citrullinated peptide dendritic cell immunotherapy in HLA risk genotype–positive rheumatoid arthritis patients H Benham, HJ Nel, SC Law, AM Mehdi, S Street, N Ramnoruth, H Pahau, ... Science translational medicine 7 (290), 290ra87-290ra87, 2015 | 389 | 2015 |
| Conservation and divergence in Toll-like receptor 4-regulated gene expression in primary human versus mouse macrophages K Schroder, KM Irvine, MS Taylor, NJ Bokil, KA Le Cao, KA Masterman, ... Proceedings of the National Academy of Sciences 109 (16), E944-E953, 2012 | 348 | 2012 |
| Sparse canonical methods for biological data integration: application to a cross-platform study KA Lê Cao, PGP Martin, C Robert-Granié, P Besse BMC bioinformatics 10, 1-17, 2009 | 339 | 2009 |
| Visualising associations between paired ‘omics’ data sets I González, KAL Cao, MJ Davis, S Déjean BioData mining 5, 1-23, 2012 | 319 | 2012 |
| Benchmarking single cell RNA-sequencing analysis pipelines using mixture control experiments L Tian, X Dong, S Freytag, KA Lê Cao, S Su, A JalalAbadi, ... Nature methods 16 (6), 479-487, 2019 | 300 | 2019 |
| Genome-wide characterization of the routes to pluripotency SMI Hussein, MC Puri, PD Tonge, M Benevento, AJ Corso, JL Clancy, ... Nature 516 (7530), 198-206, 2014 | 244 | 2014 |
| Variable selection for generalized canonical correlation analysis A Tenenhaus, C Philippe, V Guillemot, KA Le Cao, J Grill, V Frouin Biostatistics 15 (3), 569-583, 2014 | 242 | 2014 |
| Malignant transformation of oral epithelial dysplasia: a real-world evaluation of histopathologic grading F Dost, K Lê Cao, PJ Ford, C Ades, CS Farah Oral surgery, oral medicine, oral pathology and oral radiology 117 (3), 343-352, 2014 | 235 | 2014 |
| MixOmics: Omics data integration project KA Lê Cao, F Rohart, I Gonzalez, S Dejean R package, 2013 | 202* | 2013 |
| Independent principal component analysis for biologically meaningful dimension reduction of large biological data sets F Yao, J Coquery, KA Lê Cao BMC bioinformatics 13, 1-15, 2012 | 196 | 2012 |
| Quantitative gene profiling of long noncoding RNAs with targeted RNA sequencing MB Clark, TR Mercer, G Bussotti, T Leonardi, KR Haynes, J Crawford, ... Nature methods 12 (4), 339-342, 2015 | 178 | 2015 |
| MixMC: a multivariate statistical framework to gain insight into microbial communities KA Le Cao, ME Costello, VA Lakis, F Bartolo, XY Chua, R Brazeilles, ... PloS one 11 (8), e0160169, 2016 | 173 | 2016 |
| Dynamic molecular changes during the first week of human life follow a robust developmental trajectory AH Lee, CP Shannon, N Amenyogbe, TB Bennike, J Diray-Arce, OT Idoko, ... Nature communications 10 (1), 1092, 2019 | 168 | 2019 |
| Microbiome profiling reveals gut dysbiosis in a transgenic mouse model of Huntington's disease G Kong, KA Lê Cao, LM Judd, SS Li, T Renoir, AJ Hannan Neurobiology of disease 135, 104268, 2020 | 161 | 2020 |
| HLA alleles associated with risk of ankylosing spondylitis and rheumatoid arthritis influence the gut microbiome M Asquith, PR Sternes, ME Costello, L Karstens, S Diamond, TM Martin, ... Arthritis & rheumatology 71 (10), 1642-1650, 2019 | 159 | 2019 |
Amrit SinghUniversity of British ColumbiaVerified email at hli.ubc.ca
