Supervision : Carola DOERR

Co-supervision : SCHWIKOWSKI Benno (Institut Pasteur)

Integrative models for decision support system in ovarian cancer care

My project is part of the European DECIDER project, which aims to develop diagnostic and treatment tools for high grade ovarian cancer using AI methods. On the one hand, I work on the construction of monotonic classification models to predict phenotypes and the effectiveness of certain treatments. On the other hand, I am interested in credal networks in order to integrate predictive models into a graph usable by clinicians.

2023 Publications

• 2023
  • O. Fourquet, M. Krejca, C. Doerr, B. Schwikowski : “Fast Identification of Optimal Monotonic Classifiers”, (2023)