Anthony Devaux, PhD

Bio

Hi! My name is Anthony Devaux, I’m currently working as a Biostatistician at the George Institute for Global Health in Sydney, AUSTRALIA. Previously, I graduated my PhD in Biostatistics at the University of Bordeaux, FRANCE. My PhD topic was “Dynamic modelling and prediction of health events from multivariate longitudinal data”.

Work experiences

  • Biostatistician | March 2023 - Present | The George Institute for Global Health | Sydney, AUSTRALIA

  • PhD candidate | September 2019 - December 2022 | Bordeaux Population Health, Inserm U1219 | Bordeaux, FRANCE

  • Admission office manager | January 2013 - August 2017 | Moulins-Yzeure Hospital | Moulins, FRANCE

  • Statistician | September 2010 - December 2012 | Laboratoire National de Santé | Luxembourg, LUXEMBOURG

Education

  • PhD in Biostatistics | September 2019 - December 2022 | Bordeaux Population Health, Inserm U1219 | Bordeaux, FRANCE

  • Master in Public Health, option Biostatistics | September 2018 - June 2019 | ISPED School of public health | Bordeaux, FRANCE

  • Bachelor in Statistics, option Application to life sciences | September 2009 - June 2010 | University of Lorraine | Metz, FRANCE

Publications

  • Devaux, A., Proust-Lima, C. and Genuer, R. (2022). Random Forests for time-fixed and time-dependent predictors: The DynForest R package. arXiv. doi: https://doi.org/10.48550/arXiv.2302.02670

  • Devaux, A., Helmer, C., Genuer, R., and Proust-Lima, C. (2022). Random survival forests with multivariate longitudinal endogenous covariates. arXiv. doi: https://doi.org/10.48550/arXiv.2208.05801

  • Devaux, A., Genuer, R., Peres, K., and Proust-Lima, C. (2022). Individual dynamic prediction of clinical endpoint from large dimensional longitudinal biomarker history: a landmark approach. BMC Medical Research Methodology, 22(1): 1–14. doi: https://doi.org/10.1186/s12874-022-01660-3

  • Mossong, J., Mughini-Gras, L., Penny, C., Devaux, A., Olinger, C., Losch, S., Cauchie, H.M., Van Pelt, W. and Ragimbeau, C. (2016). Human Campylobacteriosis in Luxembourg, 2010–2013: A Case-Control Study Combined with Multilocus Sequence Typing for Source Attribution and Risk Factor Analysis. Scientific Reports, 6(1): 1-12. doi: https://doi.org/10.1038/srep20939

  • Ragimbeau, C., Colin, S., Devaux, A., Decruyenaere, F., Cauchie, H.M., Losch, S., Penny, C. and Mossong, J. (2014). Investigating the host specificity of Campylobacter jejuni and Campylobacter coli by sequencing gyrase subunit A. BMC microbiology, 14(1): 1-12. doi: https://doi.org/10.1186/s12866-014-0205-7

  • Mossong, J., Gelhausen, E., Decruyenaere, F., Devaux, A., Perrin, M., Even, J. and Heisbourg E. (2013). Prevalence, risk factors and molecular epidemiology of methicillin-resistant Staphylococcus aureus (MRSA) colonization in residents of long-term care facilities in Luxembourg, 2010. Epidemiology & Infection, 141(6): 1199-1205. doi: https://doi.org/10.1017/S0950268812001999

Packages

Anthony Devaux, PhD

Bio

Hi! My name is Anthony Devaux, I’m currently working as a Biostatistician at the George Institute for Global Health in Sydney, AUSTRALIA. Previously, I graduated my PhD in Biostatistics at the University of Bordeaux, FRANCE. My PhD topic was “Dynamic modelling and prediction of health events from multivariate longitudinal data”.

Work experiences

  • Biostatistician | March 2023 - Present | The George Institute for Global Health | Sydney, AUSTRALIA

  • PhD candidate | September 2019 - December 2022 | Bordeaux Population Health, Inserm U1219 | Bordeaux, FRANCE

  • Admission office manager | January 2013 - August 2017 | Moulins-Yzeure Hospital | Moulins, FRANCE

  • Statistician | September 2010 - December 2012 | Laboratoire National de Santé | Luxembourg, LUXEMBOURG

Education

  • PhD in Biostatistics | September 2019 - December 2022 | Bordeaux Population Health, Inserm U1219 | Bordeaux, FRANCE

  • Master in Public Health, option Biostatistics | September 2018 - June 2019 | ISPED School of public health | Bordeaux, FRANCE

  • Bachelor in Statistics, option Application to life sciences | September 2009 - June 2010 | University of Lorraine | Metz, FRANCE

Publications

  • Devaux, A., Proust-Lima, C. and Genuer, R. (2022). Random Forests for time-fixed and time-dependent predictors: The DynForest R package. arXiv. doi: https://doi.org/10.48550/arXiv.2302.02670

  • Devaux, A., Helmer, C., Genuer, R., and Proust-Lima, C. (2022). Random survival forests with multivariate longitudinal endogenous covariates. arXiv. doi: https://doi.org/10.48550/arXiv.2208.05801

  • Devaux, A., Genuer, R., Peres, K., and Proust-Lima, C. (2022). Individual dynamic prediction of clinical endpoint from large dimensional longitudinal biomarker history: a landmark approach. BMC Medical Research Methodology, 22(1): 1–14. doi: https://doi.org/10.1186/s12874-022-01660-3

  • Mossong, J., Mughini-Gras, L., Penny, C., Devaux, A., Olinger, C., Losch, S., Cauchie, H.M., Van Pelt, W. and Ragimbeau, C. (2016). Human Campylobacteriosis in Luxembourg, 2010–2013: A Case-Control Study Combined with Multilocus Sequence Typing for Source Attribution and Risk Factor Analysis. Scientific Reports, 6(1): 1-12. doi: https://doi.org/10.1038/srep20939

  • Ragimbeau, C., Colin, S., Devaux, A., Decruyenaere, F., Cauchie, H.M., Losch, S., Penny, C. and Mossong, J. (2014). Investigating the host specificity of Campylobacter jejuni and Campylobacter coli by sequencing gyrase subunit A. BMC microbiology, 14(1): 1-12. doi: https://doi.org/10.1186/s12866-014-0205-7

  • Mossong, J., Gelhausen, E., Decruyenaere, F., Devaux, A., Perrin, M., Even, J. and Heisbourg E. (2013). Prevalence, risk factors and molecular epidemiology of methicillin-resistant Staphylococcus aureus (MRSA) colonization in residents of long-term care facilities in Luxembourg, 2010. Epidemiology & Infection, 141(6): 1199-1205. doi: https://doi.org/10.1017/S0950268812001999

Packages