Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (43)

Article dans une revue 21/11/2024

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 congrè 21/11/2024

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 21/11/2024

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 21/11/2024

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

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

Chapitre d'ouvrage 21/11/2024

Deep Learning for the Earth Sciences

Maria Vakalopoulou , Stergios Christodoulidis , Mihir Sahasrabudhe , Nikos Paragios

Communication dans un congrè 21/11/2024

Have Foundational Models Seen Satellite Images?

Akash Panigrahi , Sagar Verma , Matthieu Terris , Maria Vakalopoulou

Communication dans un congrè 22/10/2024

Diffusion models for nuclei segmentation in low data regimes

Konstantinos Alexis , Stergios Christodoulidis , Dimitrios Gunopulos , Maria Vakalopoulou

Communication dans un congrè 21/10/2024

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 congrè 17/09/2024

Integrating edge/boundary priors with classification scores for building detection in very high resolution data

Maria Vakalopoulou , Norbert Bus , Konstantinos Karantzalos , Nikos Paragios

Communication dans un congrè 02/08/2024

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

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