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(2019). Benefits of dimension reduction in penalized regression methods for high dimensional grouped data: a case study in low sample size. Bioinformatics, 35(19):3628-3634.

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(2019). Diet‐Related Metabolites Associated with Cognitive Decline Revealed by Untargeted Metabolomics in a Prospective Cohort. Mol. Nutr. Food Res., 63(18):1900177.

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(2019). Vers une recherche reproductible : Faire évoluer ses pratiques.

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(2019). Sequential Dirichlet process mixture of skew t-distributions for model-based clustering of flow cytometry data. Ann. Appl. Stat., 13(1):638-660.

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(2019). Gene expression signatures associated with immune and virological responses to therapeutic vaccination with Dendritic Cells in HIV-infected individuals. Front. Immunol., 10:874, 2019.

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(2019). Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes. Sci. Data, 6:180298.

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(2018). cytometree: a binary tree algorithm for automatic gating in cytometry analysis. Cytom. A, 93(11):1132-1140.

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(2018). Association between anti-citrullinated fibrinogen antibodies and coronary artery disease in rheumatoid arthritis. Arthritis Care Res, 70(7):1113-1117.


(2018). PheProb: probabilistic phenotyping using diagnosis codes to improve power for genetic association studies. JAMIA, 25(10):1359-1365.


(2018). Pattern of polyphenol intake and the long-term risk of dementia in older persons. Neurology, 90(22):e1979-e1988.


(2018). Kernel Machine Score Test for Pathway Analysis in the Presence of Semi-Competing Risks. Stat Methods in Med Res, 27(4):1099-1114.

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(2017). Phenome-wide association study of autoantibodies to citrullinated and non-citrullinated epitopes in rheumatoid arthritis. Arthritis & Rheumatology, 69(4):742-749.


(2017). Systems Vaccinology Identifies an Early Innate Immune Signature as a Correlate of Antibody Responses to the Ebola Vaccine rVSV-ZEBOV. Cell Reports, 20(9):2251-2261.

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(2016). Group and Sparse Group Partial Least Square Approaches Applied in Genomics Context. Bioinformatics, 32(1):35-42.

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(2015). Time-Course Gene Set Analysis for Longitudinal Gene Expression Data. PLoS Comput Biol, 11(6):e1004310.

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(2014). The analysis of 'Big Data' in clinical research. Rev Epidemiol Sante Publique, 62(1):1-4.


(2014). A systems analysis of sex differences reveals an immunosuppressive role for testosterone in the response to influenza vaccination. Proc Natl Acad Sci USA, 111(2):869-874.

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