Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

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Publications (86)

Article dans une revue 01/02/2020

Artificial intelligence applications for thoracic imaging

Guillaume Chassagnon , Nikos Paragios , Marie-Pierre Revel , Maria Vakalopoulou

Article dans une revue 06/12/2019

Deep learning: definition and perspectives for thoracic imaging

Guillaume Chassagnon , Nikos Paragios , Marie-Pierre Revel , Maria Vakalopoulou

Communication dans un congrès 10/10/2019

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

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

Communication dans un congrès 28/07/2019

Image Registration of Satellite Imagery with Deep Convolutional Neural Networks

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 , Siddharth Gupta , Konstantinos Karantzalos , Maria Vakalopoulou

Communication dans un congrès 28/07/2019

A multi-task deep learning framework coupling semantic segmentation and image reconstruction for very high resolution imagery

Maria Papadomanolaki , 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 , 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 , 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 , 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 , Roger Sun , Et Al. , Eric Deutsch , Charlotte Robert , Nikos Paragios , Bjoern Menze , Maria Vakalopoulou

Communication dans un congrès 16/09/2018

Linear and Deformable Image Registration with 3D Convolutional Neural Networks

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

Communication dans un congrès 16/09/2018

Context Aware 3D CNNs for Brain Tumor Segmentation

Siddhartha Chandra , 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

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

Article dans une revue 13/08/2018

Demystification of AI-driven medical image interpretation: past, present and future

Peter Savadjiev , Jaron Chong , Anthony Dohan , Caroline Reinhold , Nikos Paragios , Benoit Gallix , Maria Vakalopoulou

Article dans une revue 02/08/2018

Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover

Christina Karakizi , Konstantinos Karantzalos , Georgia Antoniou , Maria Vakalopoulou

Communication dans un congrès 22/07/2018

Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets

Maria Papadomanolaki , Nikos Paragios , Konstantinos Karantzalos , Maria Vakalopoulou

Communication dans un congrès 15/01/2018

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

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

Article dans une revue 14/06/2017

Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest

L. Mou , X. Zhu , M. Vakalopoulou , K. Karantzalos , N. Paragios , B. Le Saux , G. Moser , D. Tuia , Maria Vakalopoulou

Communication dans un congrès 01/01/2017

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

Maria Papadomanolaki , Konstantinos Karantzalos , Maria Vakalopoulou

Communication dans un congrès 01/01/2017

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

Norbert Bus , Konstantinos Karantzalos , Nikos Paragios , Maria Vakalopoulou

Communication dans un congrès 01/01/2017

Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning

Theodosia Vardoulaki , Konstantinos Karantzalos , Maria Vakalopoulou

Communication dans un congrès 10/07/2016

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

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

Article dans une revue 01/01/2016

Graph-Based Registration, Change Detection, and Classification in Very High Resolution Multitemporal Remote Sensing Data

Konstantinos Karantzalos , Nikos Komodakis , Nikos Paragios , Maria Vakalopoulou

Communication dans un congrès 26/10/2015

Simultaneous Registration and Change Detection in Multitemporal, Very High Resolution Remote Sensing Data

Konstantinos Karatzalos , Nikos Komodakis , Nikos Paragios , Maria Vakalopoulou

Communication dans un congrès 01/01/2015

Building detection in very high resolution multispectral data with deep learning features

Konstantinos Karantzalos , Nikos Komodakis , Nikos Paragios , Maria Vakalopoulou