Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (49)

Communication dans un congrè 20/03/2025

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

Chapitre d'ouvrage 20/03/2025

Deep learning: basics and convolutional neural networks (CNN)

Maria Vakalopoulou , Stergios Christodoulidis , Ninon Burgos , Olivier Colliot , Vincent Lepetit

Article dans une revue 05/03/2025

AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia

Guillaume Chassagnon , Maria Vakalopoulou , Enzo Battistella , Stergios Christodoulidis , Trieu-Nghi Hoang-Thi , Severine Dangeard , Eric Deutsch , Fabrice Andre , Enora Guillo , Nara Halm , Stefany El Hajj , Florian Bompard , Sophie Neveu , Chahinez Hani , Ines Saab , Aliénor Campredon , Hasmik Koulakian , Souhail Bennani , Gael Freche , Maxime Barat , Aurelien Lombard , Laure Fournier , Hippolyte Monnier , Téodor Grand , Jules Gregory , Yann Nguyen , Antoine Khalil , Elyas Mahdjoub , Pierre-Yves Brillet , Stéphane Tran Ba , Valérie Bousson , Ahmed Mekki , Robert-Yves Carlier , Marie-Pierre Revel , Nikos Paragios

Communication dans un congrè 26/02/2025

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 congrè 26/02/2025

U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets

Théo Estienne , Maria Vakalopoulou , Stergios Christodoulidis , Enzo Battistella , Marvin Lerousseau , Alexandre Carre , Guillaume Klausner , Roger Sun , Charlotte Robert , Stavroula Mougiakakou , Nikos Paragios , Eric Deutsch

Article dans une revue 26/02/2025

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

26/02/2025

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Spyridon Bakas , Mauricio Reyes , Enzo Battistella , Siddhartha Chandra , Théo Estienne , Lucas Fidon , Maria Vakalopoulou , Roger Sun , Et Al. , Eric Deutsch , Charlotte Robert , Nikos Paragios , Bjoern Menze

Communication dans un congrè 26/02/2025

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

Communication dans un congrè 26/02/2025

Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs.

Maria Vakalopoulou , Christos Platias , Maria Papadomanolaki , Nikos Paragios , Konstantinos Karantzalos

Communication dans un congrè 26/02/2025

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

Marin Scalbert , Maria Vakalopoulou , Florent Couzinié-Devy