Valentin Gaury

Senior Data Scientist @OWKIN

Ville de Paris, FR

Data Science Lead for RlapsRisk BC the development of RlapsRisk BC, a multimodal AI-based prognostic tool that predicts distant relapse in early-stage hormone receptor-positive, HER2-negative breast cancer directly from whole-slide histopathology images and clinical data.Acted as main co-author of the peer-reviewed publication in Nature Communications (2025):\"RlapsRisk BC: a prognostic AI model for distant relapse in HR+/HER2− breast cancer patients using digital pathology\"-> the end-to-end machine learning pipeline: dataset curation, deep learning model design (weakly supervised learning on WSIs), validation on multi-center cohorts, and integration into a clinically interpretable framework.Collaborated with oncologists, pathologists, and translational researchers to ensure clinical relevance and regulatory alignment.Contributed to the model’s external validation and interpretability analysis, enhancing trust and potential for clinical adoption.

Stellenbosch University

Ingénierie électrique et électronique

ECE. Ecole d'ingénieurs. Engineering School.

Diplôme d'ingénieur, Santé & Technologies

CentraleSupélec

Master of Engineering - MEng in Machine Learning

Lycée Lakanal

Baccalauréat

Paris-Sud University (Paris XI)

Médecine