Mouny Samy Modeliar

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.