Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (55)

Communication dans un congrès 20/08/2025

Me-NDT: Neural-backed Decision Tree for visual Explainability of deep Medical models

Guanghui Fu , Ruiqian Wang , Jianqiang Li , Maria Vakalopoulou , Vicky Kalogeiton

Communication dans un congrès 08/08/2025

Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy

Leo Fillioux , Emilie Gontran , Jérôme Cartry , Jacques RR Mathieu , Sabrina Bedja , Alice Boilève , Paul-Henry Cournede , Fanny Jaulin , Stergios Christodoulidis , Maria Vakalopoulou

Communication dans un congrès 22/07/2025

Towards Better Certified Segmentation via Diffusion Models

Othmane Laousy , Alexandre Araujo , Guillaume Chassagnon , Marie-Pierre Revel , Siddharth Garg , Farshad Khorrami , Maria Vakalopoulou

Communication dans un congrès 22/07/2025

Region-Guided CycleGANs for Stain Transfer in Whole Slide Images

Joseph Boyd , Irène Villa , Marie-Christine Mathieu , Eric Deutsch , Nikos Paragios , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 22/07/2025

SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology

Saarthak Kapse , Pushpak Pati , Srijan Das , Jingwei Zhang , Chao Chen , Maria Vakalopoulou , Joel Saltz , Dimitris Samaras , Rajarsi R. Gupta , Prateek Prasanna

Article dans une revue 22/07/2025

Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation

Théo Estienne , Marvin Lerousseau , Maria Vakalopoulou , Emilie Alvarez Andres , Enzo Battistella , Alexandre Carre , Siddhartha Chandra , Stergios Christodoulidis , Mihir Sahasrabudhe , Roger Sun , Charlotte Robert , Hugues Talbot , Nikos Paragios , Eric Deutsch

Communication dans un congrès 22/07/2025

Self-supervised Nuclei Segmentation in Histopathological Images Using Attention

Mihir Sahasrabudhe , Stergios Christodoulidis , Roberto Salgado , Stefan Michiels , Sherene Loi , Fabrice Andre , Nikos Paragios , Maria Vakalopoulou

Article dans une revue 22/07/2025

Artificial intelligence in lung cancer: current applications and perspectives

Guillaume Chassagnon , Constance de Margerie-Mellon , Maria Vakalopoulou , Rafael Marini , Trieu-Nghi Hoang-Thi , Marie-Pierre Revel , Philippe Soyer

Communication dans un congrès 22/07/2025

Test-Time Image-to-Image Translation Ensembling Improves Out-of-Distribution Generalization in Histopathology

Marin Scalbert , Maria Vakalopoulou , Florent Couzinié-Devy

Article dans une revue 22/07/2025

Diversity of approaches in artificial intelligence: an opportunity for discoveries in thoracic imaging

Guillaume Chassagnon , Aliénor Campredon , Maria Vakalopoulou , Pierre-Régis Burgel