Diana Mandache

Research Engineer @Université Paris Cité Médecine

Paris, FR

Research engineer within the HeKA team (INRIA, INSERM, Université Paris Cité) in close collaboration with AP-HP (Hospitals of Paris), contributing to the national RHU OPERANDI program.Designing and deploying imageomics pipelines to support personalized treatment strategies in digestive cancers, with a focus on improving the efficiency of targeted therapies.Key contributions include- Building and curating large-scale, multi-modal clinical imaging databases- Deploying data pipeline within the AP-HP data warehouse (EDS), operating under strict privacy, security, and governance constraints- Developing ML and deep learning models for prognosis and treatment response prediction- Integrating imaging, clinical, and follow-up data into reproducible research frameworks- Working at the interface of AI research, clinical constraints, and translational impactThis role sits at the crossroads of academic research, hospital-grade data, and real-world clinical decision-making, with direct implications for precision oncology.

Fratii Buzesti National College

Baccalaureate, Mathematics and Computer Science

Sorbonne Université

Doctor of Philosophy - PhD, Informatics

Pierre and Marie Curie University

Master of Science - MS, Image Processing

Faculty of Automation, Computers and Electronics, University of Craiova, Romania

Engineer's degree, Computer Science