Publications HAL de maria, vakalopoulou

2020

Journal articles

titre: Artificial intelligence applications for thoracic imaging
auteur: Guillaume Chassagnon, Maria Vakalopoulou, Nikos Paragios, Marie-Pierre Revel
article: European Journal of Radiology, Elsevier, 2020, 123, pp.108774. ⟨10.1016/j.ejrad.2019.108774⟩
DOI: DOI : 10.1016/j.ejrad.2019.108774
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2019

Journal articles

titre: Deep learning: definition and perspectives for thoracic imaging
auteur: Maria Vakalopoulou, Guillaume Chassagnon, Nikos Paragios, Marie-Pierre Revel
article: European Radiology, Springer Verlag, 2019, ⟨10.1007/s00330-019-06564-3⟩
DOI: DOI : 10.1007/s00330-019-06564-3
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titre: Use of Elastic Registration in Pulmonary MRI for the Assessment of Pulmonary Fibrosis in Patients with Systemic Sclerosis
auteur: Guillaume Chassagnon, Charlotte Martin, Rafael Marini, Maria Vakalopoulou, Alexis Régent, Luc Mouthon, Nikos Paragios, Marie-Pierre Revel
article: Radiology, Radiological Society of North America, 2019, 291 (2), pp.487-492. ⟨10.1148/radiol.2019182099⟩
DOI: DOI : 10.1148/radiol.2019182099
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titre: A Novel Object-Based Deep Learning Framework for Semantic Segmentation of Very High-Resolution Remote Sensing Data: Comparison with Convolutional and Fully Convolutional Networks
auteur: Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos
article: Remote Sensing, MDPI, 2019, 11 (6), pp.684. ⟨10.3390/rs11060684⟩
DOI: DOI : 10.3390/rs11060684
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Conference papers

titre: U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets
auteur: Théo Estienne, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Battistella, Marvin Lerousseau, Alexandre Carre, Guillaume Klausner, Roger Sun, Charlotte Robert, Stavroula Mougiakakou, Nikos Paragios, Eric Deutsch
article: MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, MICCAI, Oct 2019, Shenzhen, China. pp.310-319, ⟨10.1007/978-3-030-32248-9_35⟩
DOI: DOI : 10.1007/978-3-030-32248-9_35
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titre: Image Registration of Satellite Imagery with Deep Convolutional Neural Networks
auteur: Maria Vakalopoulou, Stergios Christodoulidis, Mihir Sahasrabudhe, Stavroula Mougiakakou, Nikos Paragios
article: IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, France. pp.4939-4942, ⟨10.1109/IGARSS.2019.8898220⟩
DOI: DOI : 10.1109/IGARSS.2019.8898220
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titre: A multi-task deep learning framework coupling semantic segmentation and image reconstruction for very high resolution imagery
auteur: Maria Papadomanolaki, Konstantinos Karantzalos, Maria Vakalopoulou
article: IGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan
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titre: Detecting urban changes with recurrent neural networks from multitemporal Sentinel-2 data
auteur: Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos
article: IGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan
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titre: Gene Expression High-Dimensional Clustering towards a Novel, Robust, Clinically Relevant and Highly Compact Cancer Signature
auteur: Enzo Battistella, Maria Vakalopoulou, Théo Estienne, Marvin Lerousseau, Roger Sun, Charlotte Robert, Nikos Paragios, Eric Deutsch
article: IWBBIO 2019 - 7th International Work-Conference on Bioinformatics and Biomedical Engineering, May 2019, Granada, Spain
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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: Lancet Oncology, Elsevier, 2018, ⟨10.1016/S1470-2045(18)30413-3⟩
DOI: DOI : 10.1016/S1470-2045(18)30413-3
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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, Springer Verlag, 2018, ⟨10.1007/s00330-018-5674-x⟩
DOI: DOI : 10.1007/s00330-018-5674-x
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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
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Conference papers

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
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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
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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
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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
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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
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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
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2017

Conference papers

titre: Integrating edge/boundary priors with classification scores for building detection in very high resolution data
auteur: Maria Vakalopoulou, Norbert Bus, Konstantinos Karantzalos, Nikos Paragios
article: IEEE International geoscience and remote sensing symposium (IGARSS), Jul 2017, Fort Worth, TX, United States. pp.3309-3312, ⟨10.1109/IGARSS.2017.8127705⟩
DOI: DOI : 10.1109/IGARSS.2017.8127705
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titre: Patch-based deep learning architectures for sparse annotated very high resolution datasets
auteur: Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos
article: Joint Urban Remote Sensing Event (JURSE), Mar 2017, Dubai, United Arab Emirates. ⟨10.1109/JURSE.2017.7924538⟩
DOI: DOI : 10.1109/JURSE.2017.7924538
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titre: Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning
auteur: Theodosia Vardoulaki, Maria Vakalopoulou, Konstantinos Karantzalos
article: Joint Urban Remote Sensing Event (JURSE), Mar 2017, Dubai, United Arab Emirates. ⟨10.1109/JURSE.2017.7924605⟩
DOI: DOI : 10.1109/JURSE.2017.7924605
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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
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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
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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, ⟨10.1109/IGARSS.2015.7326158⟩
DOI: DOI : 10.1109/IGARSS.2015.7326158
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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, ⟨10.1109/CVPRW.2015.7301384⟩
DOI: DOI : 10.1109/CVPRW.2015.7301384
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