Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (82)

Communication dans un congrès 21/09/2021

Exploring Deep Registration Latent Spaces

Théo Estienne , Maria Vakalopoulou , Stergios Christodoulidis , Enzo Battistella , Théophraste Henry , Marvin Lerousseau , Amaury Leroy , Guillaume Chassagnon , Marie-Pierre Revel , Nikos Paragios , Eric Deutsch , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 07/07/2021

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

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

Communication dans un congrès 25/06/2021

A Joint Spatial and Magnification Based Attention Framework for Large Scale Histopathology Classification

Jingwei Zhang , Ke Ma , John van Arman , Rajarsi Gupta , Joel Saltz , Maria Vakalopoulou , Dimitris Samaras , Maria Vakalopoulou

Article dans une revue 01/06/2021

Deep Multi-Instance Learning Using Multi-Modal Data for Diagnosis of Lymphocytosis

Mihir Sahasrabudhe , Pierre Sujobert , Evangelia I Zacharaki , Eugénie Maurin , Béatrice Grange , Laurent Jallades , Nikos Paragios , Maria Vakalopoulou , Maria Vakalopoulou

Communication dans un congrès 13/04/2021

3D Unsupervised Kidney Graft Segmentation Based on Deep Learning and Multi-Sequence MRI

Leo Milecki , Sylvain Bodard , Jean-Michel Correas , Marc-Olivier Timsit , Maria Vakalopoulou , Maria Vakalopoulou

Article dans une revue 29/03/2021

Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning

Maria Papadomanolaki , Stergios Christodoulidis , Konstantinos Karantzalos , Maria Vakalopoulou , Stergios Christodoulidis , Maria Vakalopoulou

Article dans une revue 12/02/2021

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

Maria Papadomanolaki , Maria Vakalopoulou , Konstantinos Karantzalos , Maria Vakalopoulou

Article dans une revue 01/01/2021

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 André , 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 , Maria Vakalopoulou , Stergios Christodoulidis

Article dans une revue 01/01/2021

Elastic Registration–driven Deep Learning for Longitudinal Assessment of Systemic Sclerosis Interstitial Lung Disease at CT

Guillaume Chassagnon , Maria Vakalopoulou , Alexis Regent , Mihir Sahasrabudhe , Rafael Marini , Trieu-Nghi Hoang-Thi , Anh-Tuan Dinh-Xuan , Bertrand Dunogué , Luc Mouthon , Nikos Paragios , Marie-Pierre Revel , Maria Vakalopoulou

Article dans une revue 13/11/2020

Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells

Roger Sun , Nora Sundahl , Markus Hecht , Florian Putz , Andrea Lancia , Angela Rouyar , Marina Milic , Alexandre Carré , Enzo Battistella , Emilie Alvarez Andres , Stéphane Niyoteka , Edouard Romano , Guillaume Louvel , Jérôme Durand-Labrunie , Sophie Bockel , Rastilav Bahleda , Charlotte Robert , Celine Boutros , Maria Vakalopoulou , Nikos Paragios , Maria Vakalopoulou