About Me
I am an assistant professor in the Data Science department at EURECOM. I hold a junior chair at the 3IA Institute Côte d’Azur and I am a visiting Senior Lecturer within the School of Biomedical Engineering & Imaging Sciences at King’s College London.
My current research focuses on the development of machine learning techniques that can be safely deployed in high risk domains, such as healthcare, by addressing data complexity, low tolerance to errors and poor reproducibility. My research agenda is structured around three axis:
- Interactive machine learning for data handling
- Quality control of deployed models
- Definition and setup of evaluation and validation frameworks.
with applications in biomedical image analysis and sensor data.
News
- 06-09-2024: Invited talk at the 3rd QCI meeting in Charité Berlin
- 23-07-2024: Our Trustworthy AI in Medical Imaging book from the MICCAI/Elsevier series is available online!
- 15-07-2024: Two papers accepted at MICCAI 2024 Workshops
- 05-07-204: Reviewer for the HDR of Pierre-Henri Conze at U. Bretagne Occidentale
- 03-07-2024: PhD commitee for Camila Garcia (U. Nal. del Centro de la Provincia de Buenos Aires, AR)
... see all News
Funding:
