Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (43)

Communication dans un congrè 23/07/2024

Linear and Deformable Image Registration with 3D Convolutional Neural Networks

Stergios Christodoulidis , Mihir Sahasrabudhe , Maria Vakalopoulou , Guillaume Chassagnon , Marie-Pierre Revel , Stavroula Mougiakakou , Nikos Paragios

Article dans une revue 16/07/2024

A Deep Multi-Task Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection

Maria Papadomanolaki , Maria Vakalopoulou , Konstantinos Karantzalos

Communication dans un congrè 16/07/2024

Structured State Space Models for Multiple Instance Learning in Digital Pathology

Leo Fillioux , Joseph Boyd , Maria Vakalopoulou , Paul-Henry P.-H. Cournède , Stergios Christodoulidis

Article dans une revue 16/07/2024

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 14/12/2023

Deep patch-based priors under a fully convolutional encoder-decoder architecture for interstitial lung disease segmentation

Maria Vakalopoulou , Guillaume Chassagnon , Nikos Paragios , Marie-Pierre Revel , Evangelia I. Zacharaki

Communication dans un congrè 15/03/2023

Patch-based deep learning architectures for sparse annotated very high resolution datasets

Maria Papadomanolaki , Maria Vakalopoulou , Konstantinos Karantzalos

Article dans une revue 15/03/2023

A Novel Object-Based Deep Learning Framework for Semantic Segmentation of Very High-Resolution Remote Sensing Data: Comparison with Convolutional and Fully Convolutional Networks

Maria Papadomanolaki , Maria Vakalopoulou , Konstantinos Karantzalos

Communication dans un congrè 15/03/2023

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

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