Section: New Results

Conferences

Members of the team were involved in several talks during conferences and colloquium.

• Big Data and Information Analytics 2018 BigDIA Conference – 17-19th December 2018, Houston, Texas, USA – Random Forests for high-dimensional longitudinal data [invited talk]

• Big Data and Information Analytics 2018 BigDIA Conference – 17-19th December 2018, Houston, Texas, USA – Analysis of high-dimensional longitudinal data from the French health-administrative databases using machine learning methods: performance comparison between LSTM neural networks and Lasso for the analysis of the risk of road traffic crashes associated with medicinal drug consumption [invited talk]

• Journées Recherche et Santé (JRS) Inserm Phénotypage Clinique et biologie des systèmes – 22 Novembre 2018, Institut Imagine Paris, France - Visualisation des omics et des données cliniques [invited talk]

• Center for Modelling and Simulation in the Biosciences (BIOMS) Symposium 2018 – 1-2nd Octobre 2018, Heidelberg, Germany - Finding the cells in the middle of the data [invited talk]

• Mc Gill University, Departement of Epidemiology Seminar – 24th September 2018, Montreal, Canada - Big Data In Vaccine Clinical Trials: A Dive Into Data Science [invited talk]

• 4th Neurepiomics summer school - 17-20th September 2018, Arcachon, France - Systems biology approaches applied to omics data [invited talk]

• International Workshop in honor of Daniel Commenges' 70th birthday- June 4-5, 2018, Bordeaux, France - The mechanistic model point of view of causality [invited talk]

• Population Approach Group Europe (PAGE meeting) - May 29 - June 1, 2018, Montreux, Switzerland - Use of mathematical modeling for optimizing and adapting immunotherapy protocols in HIV-infected patients [oral contribution]

• International Symposium on HIV and Emerging Infectious Diseases (ISHEID) - May 16-18, 2018, Marseille, France - In silico clinical research, keep it dynamic! [invited talk]

• International Conference « Statistics and Health » - 11-12 January 2018, Toulouse Institute of Mathematics, Toulouse - Use of mathematical modeling for accelerating and personalizing clinical trials [invited talk]

• Workshop Developments in cluster randomised and stepped wedge designs, London, 21-22 Nov. 2018 Performance of weighting as an alternative to multilevel multiple imputation in cluster randomized trials with missing binary outcomes [oral contribution]

• International Biometrics Society, Barcelona, Spain, 09-13 July 2018. Optimizing the administration of IL7. [oral contribution]

• International Biometrics Society, Barcelona, Spain, 09-13 July 2018. Fitting pharmacokinetics data with a population-based Kalman filters [oral contribution]

• International Biometrics Society, Barcelona, Spain, 09-13 July 2018. Random Forests for high-dimensional longitudinal data. [oral contribution]

• ENBIS European Network for Business and Industrial Statistics conference, 2-6 Sept 2018. Mechanistic modeling for in silico trials [oral contribution]

• IMI 10th Anniversary Scientific Symposium, Brussels, Belgium, 22-23 October 2018. Modelling the humoral immune response to Ebola vaccine [oral contribution]

• Montreal University, Faculté de Pharmacie, Departement of Mathematical pharmacology Seminar – 21th December 2018, Montreal, Canada - Mechanistic modeling for in silico trials [invited talk]