| 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 | 2965 | 2017 |
| 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 | 671 | 2019 |
| Estimation of non-additive genetic variance in human complex traits from a large sample of unrelated individuals V Hivert, J Sidorenko, F Rohart, ME Goddard, J Yang, NR Wray, L Yengo, ... The American Journal of Human Genetics 108 (5), 786-798, 2021 | 146 | 2021 |
| Human hepatocellular carcinomas with a periportal phenotype have the lowest potential for early recurrence after curative resection R Désert, F Rohart, F Canal, M Sicard, M Desille, S Renaud, B Turlin, ... Hepatology 66 (5), 1502-1518, 2017 | 110 | 2017 |
| MINT: a multivariate integrative method to identify reproducible molecular signatures across independent experiments and platforms F Rohart, A Eslami, N Matigian, S Bougeard, KA Le Cao BMC bioinformatics 18 (1), 1-13, 2017 | 106 | 2017 |
| DIABLO: from multi-omics assays to biomarker discovery, an integrative approach A Singh, B Gautier, CP Shannon, F Rohart, M Vacher, SJ Tebutt, ... bioRxiv, 067611, 2018 | 89* | 2018 |
| YuGene: A simple approach to scale gene expression data derived from different platforms for integrated analyses KA Lê Cao, F Rohart, L McHugh, O Korn, CA Wells Genomics 103 (4), 239-251, 2014 | 85 | 2014 |
| A Molecular Classification of Human Mesenchymal Stromal Cells F Rohart, E Mason, N Matigian, R Mosbergen, O Korn, T Chen, S Butcher, ... PeerJ 4 (e1845), 2016 | 49 | 2016 |
| Phenotypic prediction based on metabolomic data for growing pigs from three main European breeds F Rohart, A Paris, B Laurent, C Canlet, J Molina, MJ Mercat, T Tribout, ... Journal of animal science 90 (13), 4729-4740, 2012 | 46 | 2012 |
| Selection of fixed effects in high dimensional linear mixed models using a multicycle ECM algorithm F Rohart, M San Cristobal, B Laurent Computational Statistics & Data Analysis 80, 209-222, 2014 | 34 | 2014 |
| mixOmics: omics data integration project S Dejean, I Gonzalez, KA Lê Cao, P Monget, J Coquery, F Yao, B Liquet, ... R package, 2013 | 29 | 2013 |
| Disease surveillance based on Internet-based linear models: an Australian case study of previously unmodeled infection diseases F Rohart, GJ Milinovich, SMR Avril, KA Lê Cao, S Tong, W Hu Scientific Reports 6 (1), 38522, 2016 | 28 | 2016 |
| Multiple hypotheses testing for variable selection F Rohart Australian & New Zealand Journal of Statistics 58 (doi: 10.1111/anzs.12157 …, 2016 | 14* | 2016 |
| Integrating multi-omics data to dissect mechanisms of DNA repair dysregulation in breast cancer KA Liu, Chao, Rohart, Florian, Simpson, Peter T., Khanna, Kum Kum, Ragan ... Scientific Reports 6 (doi:10.1038/srep34000), 34000.1-34000.11, 2016 | 10 | 2016 |
| Exploring transcriptomic diversity in muscle revealed that cellular signaling pathways mainly differentiate five Western porcine breeds M SanCristobal, F Rohart, C Lascor, M Bouffaud, L Trouilh, PGP Martin, ... BMC genomics 16 (1), 1-17, 2015 | 7 | 2015 |
| Phenotypic diversity spanning the spectrum of hepatocyte differentiation impacts the outcome of patients with beta-catenin-mutated hepatocellular carcinomas. R Desert, C Reynes, R Sabatier, D Gregoire, F Rohart, A Corlu, F Canal, ... Hepatology 66 (Supp. 1), 129A-129A, 2017 | | 2017 |
