Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (82)

Communication dans un congrès 28/07/2019

Image Registration of Satellite Imagery with Deep Convolutional Neural Networks

Maria Vakalopoulou , Stergios Christodoulidis , Mihir Sahasrabudhe , Stavroula Mougiakakou , Nikos Paragios , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 28/07/2019

Detecting urban changes with recurrent neural networks from multitemporal Sentinel-2 data

Maria Papadomanolaki , Sagar Verma , Maria Vakalopoulou , Siddharth Gupta , Konstantinos Karantzalos , Maria Vakalopoulou

Article dans une revue 01/05/2019

Use of Elastic Registration in Pulmonary MRI for the Assessment of Pulmonary Fibrosis in Patients with Systemic Sclerosis

Guillaume Chassagnon , Charlotte Martin , Rafael Marini , Maria Vakalopoulou , Alexis Regent , Luc Mouthon , Nikos Paragios , Marie-Pierre Revel , Maria Vakalopoulou

Article dans une revue 01/03/2019

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 , Maria Vakalopoulou

Communication dans un congrès 01/01/2019

Gene Expression High-Dimensional Clustering towards a Novel, Robust, Clinically Relevant and Highly Compact Cancer Signature

Enzo Battistella , Maria Vakalopoulou , Théo Estienne , Marvin Lerousseau , Roger Sun , Charlotte Robert , Nikos Paragios , Eric Deutsch , Maria Vakalopoulou

18/12/2018

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 , Maria Vakalopoulou

Communication dans un congrès 16/09/2018

Context Aware 3D CNNs for Brain Tumor Segmentation

Siddhartha Chandra , Maria Vakalopoulou , Lucas Fidon , Enzo Battistella , Théo Estienne , Roger Sun , Charlotte Robert , Eric Deutsch , Nikos Paragios , Maria Vakalopoulou

Communication dans un congrès 16/09/2018

AtlasNet: Multi-atlas Non-linear Deep Networks for Medical Image Segmentation

Maria Vakalopoulou , Guillaume Chassagnon , Norbert Bus , Rafael Marini Silva , Evangelia I. Zacharaki , Marie-Pierre Revel , Nikos Paragios , Maria Vakalopoulou

Communication dans un congrès 16/09/2018

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 , Stergios Christodoulidis , Maria Vakalopoulou

Article dans une revue 01/09/2018

A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study

Roger Sun , Elaine Johanna Limkin , Maria Vakalopoulou , Laurent Dercle , Stephane Champiat , Shan Rong Han , Loic Verlingue , David Brandao , Andrea Lancia , Samy Ammari , Antoine Hollebecque , Jean-Yves Scoazec , Aurélien Marabelle , Christophe Massard , Jean-Charles Soria , Charlotte Robert , Nikos Paragios , Eric Deutsch , Charles Ferté , Maria Vakalopoulou