27 citations
- Bordeaux Population HealthFR4 papers
- Université de BordeauxFR4 papers
- InsermFR3 papers
- Institut national de recherche en sciences et technologies du numériqueFR3 papers
- Institut de Recherche VaccinaleFR2 papers
- 3C InstituteUS1 paper
- Centre Hospitalier Universitaire de BordeauxFR1 paper
- Harvard UniversityUS1 paper
- RAND CorporationUS1 paper
- The University of Texas at AustinUS1 paper
4 papers
Random survival forests with multivariate longitudinal endogenous covariates
Anthony Devaux, Catherine Helmer, Robin Genuer +1
Predicting the individual risk of a clinical event using the complete patient history is still a major challenge for personalized medicine. Among the methods developed to compute i…
Doubly-robust evaluation of high-dimensional surrogate markers
Denis Agniel, Layla Parast, Boris Hejblum
When evaluating the effectiveness of a treatment, policy, or intervention, the desired measure of effectiveness may be expensive to collect, not routinely available, or may take a…
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models
Cédric Colas, Boris Hejblum, Sébastien Rouillon +4
Epidemiologists model the dynamics of epidemics in order to propose control strategies based on pharmaceutical and non-pharmaceutical interventions (contact limitation, lock down,…
Robust and Efficient Optimization Using a Marquardt-Levenberg Algorithm with R Package marqLevAlg
Viviane Philipps, Boris P Hejblum, Mélanie Prague +2
Implementations in R of classical general-purpose algorithms for local optimization generally have two major limitations which cause difficulties in applications to complex problem…