| Module analysis captures pancancer genetically and epigenetically deregulated cancer driver genes for smoking and antiviral response M Champion, K Brennan, T Croonenborghs, AJ Gentles, N Pochet, ... EBioMedicine 27, 156-166, 2018 | 49 | 2018 |
| Chromatin-remodeling complex SWI/SNF controls multidrug resistance by transcriptionally regulating the drug efflux pump ABCB1 R Dubey, AM Lebensohn, Z Bahrami-Nejad, C Marceau, M Champion, ... Cancer research 76 (19), 5810-5821, 2016 | 42 | 2016 |
| Sparse regression and support recovery with L2-Boosting algorithms M Champion, C Cierco-Ayrolles, S Gadat, M Vignes Journal of Statistical Planning and Inference 155, 19-41, 2014 | 12 | 2014 |
| Inferring large graphs using -penalized likelihood M Champion, V Picheny, M Vignes Statistics and Computing 28 (4), 905-921, 2018 | 9 | 2018 |
| 𝕃₂-BOOSTING FOR SENSITIVITY ANALYSIS WITH DEPENDENT INPUTS M Champion, G Chastaing, S Gadat, C Prieur Statistica sinica, 1477-1502, 2015 | 7* | 2015 |
| Non-invasive prenatal diagnosis of single gene disorders with enhanced relative haplotype dosage analysis for diagnostic implementation M Pacault, C Verebi, M Champion, L Orhant, A Perrier, E Girodon, ... Plos one 18 (4), e0280976, 2023 | 3 | 2023 |
| Identification of deregulation mechanisms specific to cancer subtypes M Champion, J Chiquet, P Neuvial, M Elati, F Radvanyi, E Birmelé Journal of Bioinformatics and Computational Biology 19 (01), 2140003, 2021 | 2 | 2021 |
| Identification of deregulated transcription factors involved in subtypes of cancers M Champion, J Chiquet, P Neuvial, M Elati, F Radvanyi, E Birmelé arXiv preprint arXiv:2004.08312, 2020 | 1 | 2020 |
| Correction to: Inferring large graphs using l (1)-penalized likelihood (vol 28, pg 905, 2018) M Champion, V Picheny, M Vignes Statistics and Computing 28 (6), 1231-1231, 2018 | 1 | 2018 |
| Contribution à la modélisation et l'inférence de réseaux de régulation de gènes M Champion Université de Toulouse III, 2014 | 1 | 2014 |
| Non-invasive prenatal diagnosis of monogenic diseases by enhanced relative haplotype dosage analysis M Pacault, C Verebi, M Champion, L Orhant, A Perrier, C Ferec, ... EUROPEAN JOURNAL OF HUMAN GENETICS 31, 46-46, 2023 | | 2023 |
| l1-spectral clustering algorithm: a spectral clustering method using l1-regularization C Champion, M Champion, M Blazère, R Burcelin, JM Loubes | | 2022 |
| Sparse multi-task regression with L2-Boosting algorithm M Champion, C Cierco-Ayrolles, S Gadat, M Vignes | | |
| Inferring large graphs with an l1-penalized likelihood formulation and a hybrid genetic algorithm M Champion, V Picheny, F Castanet-Tolosan, M Vignes | | |
| S1 Notation and reminder M Champion, G Chastaing, S Gadat, C Prieur | | |
| Multi-omics data fusion for cancer data M Champion, O Gevaert The 14th Annual International Conference On Critical Assessment of Massive …, 0 | | |
