I am an assistant professor at the mathematics department of CentraleSupélec, University Paris-Saclay in France. I am also a part of the βiomathematics group of MICS Laboratory working on machine learning methods applied in medical applications.
I received a diploma in electrical and computer engineering at the Polytechnic School of the Aristotle University of Thessaloniki. Soon after, I joined the graduate school of the University of Bern, where I conducted my PhD at the ARTORG Center for Biomedical Engineering Research under the supervisison of Prof. Stavroula Mougiakakou. There, I focused on the design of computer-assisted diagnosis support systems for interstitial lung diseases using deep learning approaches. As a part of a doctoral mobility collaboration, Ι worked with Prof. Nikos Paragios on deep learning-based medical image registration pipelines at the Central Vision Numeric (CVN) of CentraleSupélec in Paris. I continued my research on computer-assisted approaches for healthcare as a fellow of the SNSF Early Postdoc Mobility grant at Gustave Roussy in Paris. Ι worked on computer-assisted precision medicine for breast cancer in collaboration with Prof. Fabrice Andre, Prof. Eric Deutsch, Prof. Laurence Zitvogel, Prof. Nikos Paragios and Prof. Maria Vakalopoulou as part of the Centre National de Médecine de Précision (PRISM).
🎉 Three papers accepted this year in NeurIPS 2026! Scaling multi-teacher distilation for digital pathology [More details]. FOCUS, a benchmark for retinal models [More details]. Class adaptive conformal training [More details]
Three papers presented in MICCAI 2026 on three very interesting topics! Tile-to-slide performance transferability in digital pathology (link), semi-supervised domain generalization for long-tailed distributions (link), and certified confidence calibration for reliable medical image classification (link).
Two exciting new projects secured funding earlier this year! BRAINTWIN is focusing on digital twins for brain cancer patients and DEEP-CH is a DATAIA Modular chair which aims to explore the effects of clonal hematopoiesis on solid tumor progression in collaboration with Elsa Bernard.
NeurIPS 2026, Main Track
NeurIPS 2026, Evaluations and Datasets Track
Winter Conference on Applications of Computer Vision (WACV) 2026
NeurIPS 2025, Datasets and Benchmarks Track