2018
Journal articles
- titre
- 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
- auteur
- Roger Sun, Elaine Johanna Limkin, Maria Vakalopoulou, Laurent Dercle, Stéphane 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, Éric Deutsch, Charles Ferté
- article
- The Lancet Oncology, 2018
- Accès au bibtex
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- titre
- Demystification of AI-driven medical image interpretation: past, present and future
- auteur
- Peter Savadjiev, Jaron Chong, Anthony Dohan, Maria Vakalopoulou, Caroline Reinhold, Nikos Paragios, Benoit Gallix
- article
- European Radiology, 2018
- Accès au bibtex
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- titre
- Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover
- auteur
- Christina Karakizi, Konstantinos Karantzalos, Maria Vakalopoulou, Georgia Antoniou
- article
- Remote Sensing, MDPI, 2018, 10 (8), 〈10.3390/rs10081214〉
- DOI
- DOI : 10.3390/rs10081214
- Accès au bibtex
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Conference papers
- titre
- Linear and Deformable Image Registration with 3D Convolutional Neural Networks
- auteur
- Stergios Christodoulidis, Mihir Sahasrabudhe, Maria Vakalopoulou, Guillaume Chassagnon, Marie-Pierre Revel, Stavroula Mougiakakou, Nikos Paragios
- article
- Reconstruction and Analysis of Moving Body Organs, 21th International Conference on Medical Image Computing and Computer Assisted Intervention 2018, Sep 2018, Grenada, Spain. 2018
- Accès au texte intégral et bibtex
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- titre
- AtlasNet: Multi-atlas Non-linear Deep Networks for Medical Image Segmentation
- auteur
- Maria Vakalopoulou, Guillaume Chassagnon, Norbert Bus, Rafael Marini Silva, Evangelia Zacharaki, Marie-Pierre Revel, Nikos Paragios
- article
- International Conference on Medical Image Computing and Computer-Assisted Intervention, Sep 2018, Granada, Spain
- Accès au texte intégral et bibtex
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- titre
- Context Aware 3D CNNs for Brain Tumor Segmentation
- auteur
- Siddhartha Chandra, Maria Vakalopoulou, Lucas Fidon, Enzo Battistella, Théo Estienne, Roger Sun, Charlotte Robert, Eric Deutsch, Nikos Paragios
- article
- MICCAI Brainlesion Workshop, Sep 2018, Granada, Spain
- Accès au texte intégral et bibtex
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- titre
- Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets
- auteur
- Maria Papadomanolaki, Maria Vakalopoulou, Nikos Paragios, Konstantinos Karantzalos
- article
- IGARSS 2018 - 38th annual International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. pp.1-4
- Accès au texte intégral et bibtex
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- titre
- Deep patch-based priors under a fully convolutional encoder-decoder architecture for interstitial lung disease segmentation
- auteur
- Maria Vakalopoulou, Guillaume Chassagnon, Nikos Paragios, Marie-Pierre Revel, Evangelia Zacharaki
- article
- ISBI’18 - IEEE International Symposium on Biomedical Imaging, Apr 2018, Washington, D.C., United States. 2018
- Accès au texte intégral et bibtex
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Preprints, Working Papers, ...
- titre
- Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
- auteur
- Spyridon Bakas, Mauricio Reyes, Enzo Battistella, Siddhartha Chandra, Théo Estienne, Lucas Fidon, Maria Vakalopoulou, Roger Sun, Et Al., Éric Deutsch, Charlotte Robert, Nikos Paragios, Bjoern Menze
- article
- 2018
- Accès au bibtex
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2016
Journal articles
- titre
- Graph-Based Registration, Change Detection, and Classification in Very High Resolution Multitemporal Remote Sensing Data
- auteur
- Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios
- article
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2016, 9, pp.2940 - 2951. 〈10.1109/JSTARS.2016.2557081〉
- DOI
- DOI : 10.1109/JSTARS.2016.2557081
- Accès au texte intégral et bibtex
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Conference papers
- titre
- Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs.
- auteur
- Maria Vakalopoulou, Christos Platias, Maria Papadomanolaki, Nikos Paragios, Konstantinos Karantzalos
- article
- International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2016, Beijing, China. 〈10.1109/IGARSS.2016.7729469〉
- DOI
- DOI : 10.1109/IGARSS.2016.7729469
- Accès au texte intégral et bibtex
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2015
Conference papers
- titre
- Building detection in very high resolution multispectral data with deep learning features
- auteur
- Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Komodakis, Nikos Paragios
- article
- Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International, Jul 2015, Milan, Italy. pp.1873-1876, 2015, 〈10.1109/IGARSS.2015.7326158〉
- DOI
- DOI : 10.1109/IGARSS.2015.7326158
- Accès au texte intégral et bibtex
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- titre
- Simultaneous Registration and Change Detection in Multitemporal, Very High Resolution Remote Sensing Data
- auteur
- Maria Vakalopoulou, Konstantinos Karatzalos, Nikos Komodakis, Nikos Paragios
- article
- 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2015, Boston, United States. pp.61-69, 2015, 〈10.1109/CVPRW.2015.7301384〉
- DOI
- DOI : 10.1109/CVPRW.2015.7301384
- Accès au texte intégral et bibtex
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