In October 2021 I joined the Institute of Public Health at the Charité Universitätsmedizin Berlin, to work on the NeTKoH project with Innovation Fund (Federal Committee on strengthening care provision), and it has the goal to introduce and assess neurological teleconsultations with primary care physicians to enhance access to specialist care in rural areas. I’m also an associate researcher in the PreMeDICaL team at Inria Sophia Antipolis. In Spring 2022, I spent several weeks at the Simons Institute for the Theory of Computing at UC Berkeley to participate in the Causality research program.
In September 2021 I completed my PhD in statistics and applied maths at EHESS and École Polytechnique under the supervision of Jean-Pierre Nadal and Julie Josse. During my PhD I was awarded a Google PhD Fellowship in Machine Learning and I have developed statistical methods and models to help answer questions related to traumatic brain injury. For the TrauMatrix project I have worked closely with the anaesthesists Tobias Gauss and Jean-Denis Moyer.
Here are my PhD dissertation and the slides of my PhD defense that took place on September 20th, 2021.
My current research focuses on causal inference for personalized medicine, in particular treatment effect estimation with missing values, and treatment effect generalization in integrative studies.
Have a look at the activities of the causal inference and missing values group at Inria.
PhD in Mathematics and Computer Science, 2021
École des Hautes Études en Sciences Sociales
MSc in Applied Mathematics (Mathématiques - Vision - Apprentissage), 2018
École Normale Supérieure Paris-Saclay
BSc in Applied Mathematics, 2016
Sorbonne Université (former Université Pierre et Marie Curie)
BSc in Computer Science, 2016
Sorbonne Université (former Université Pierre et Marie Curie)
Data integration: combining multiple data sources for causal inference & Bridging theory and practice.
Combining trial and real-world evidence studies, probability and non-probability samples, etc.
The Young Statisticians of the French Statistical Society regroups graduate students, post-docs and young professors in France.
R Foundation taskforce on women and other underrepresented groups.
A decision support tool for critical care management.
A unified platform on missing values, founded by the R Consortium. Have a look at Nick Tierney’s blog post introducing this project.