projects
Pancreatic Cancer
PhD supervision on the use of AI for early detection of pancreatic cancer.
Context
This project is part of a PhD dedicated to early detection of pancreatic cancer.
It uses artificial intelligence methods applied to complex medical data.
Goals
- analyze images or data from the medical domain;
- help identify areas or markers of interest;
- produce interpretable models for medical partners.
Supervision
PhD of Laure Noé, within the MAIA project.
Methods
- machine learning;
- image analysis;
- model explainability;
- interdisciplinary collaboration with medical specialists.