Linear and Deformable Image Registration with 3D Convolutional Neural Networks
Stergios Christodoulidis
,
Mihir Sahasrabudhe
,
Maria Vakalopoulou
,
Guillaume Chassagnon
,
Marie-Pierre Revel
,
et al.
Reconstruction and Analysis of Moving Body Organs, 21th International Conference on Medical Image Computing and Computer Assisted Intervention 2018 , Sep 2018, Grenada, Spain
Conference papers
hal-01935607v1
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Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover
Christina Karakizi
,
Konstantinos Karantzalos
,
Maria Vakalopoulou
,
Georgia Antoniou
Journal articles
hal-01959065v1
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Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs.
Maria Vakalopoulou
,
Christos Platias
,
Maria Papadomanolaki
,
Nikos Paragios
,
Konstantinos Karantzalos
Conference papers
hal-01413373v1
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Deep Learning for the Earth Sciences
Maria Vakalopoulou
,
Stergios Christodoulidis
,
Mihir Sahasrabudhe
,
Nikos Paragios
Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences , 1, Wiley, 2021,
⟨10.1002/9781119646181.ch9⟩
Book sections
hal-03539417v1
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Deep learning for lung disease segmentation on CT: Which reconstruction kernel should be used?
Trieu-Nghi Hoang-Thi
,
Maria Vakalopoulou
,
Stergios Christodoulidis
,
Nikos Paragios
,
Marie-Pierre Revel
,
et al.
Journal articles
hal-03539082v1
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Artificial intelligence applications for thoracic imaging
Guillaume Chassagnon
,
Maria Vakalopoulou
,
Nikos Paragios
,
Marie-Pierre Revel
Journal articles
hal-02422501v1
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Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation
Théo Estienne
,
Marvin Lerousseau
,
Maria Vakalopoulou
,
Emilie Alvarez Andres
,
Enzo Battistella
,
et al.
Journal articles
hal-02974826v1
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SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification
Marvin Lerousseau
,
Maria Vakalopoulou
,
Eric Deutsch
,
Nikos Paragios
Machine Learning Research 156 , Sep 2021, Strasbourg, France
Conference papers
hal-03539261v1
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Me-NDT: Neural-backed Decision Tree for visual Explainability of deep Medical models
Guanghui Fu
,
Ruiqian Wang
,
Jianqiang Li
,
Maria Vakalopoulou
,
Vicky Kalogeiton
Medical Imaging with Deep Learning 2021 , Jul 2021, Lübeck (virtual), Germany
Conference papers
hal-03353559v1
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AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia
Guillaume Chassagnon
,
Maria Vakalopoulou
,
Enzo Battistella
,
Stergios Christodoulidis
,
Trieu-Nghi Hoang-Thi
,
et al.
Journal articles
hal-03133234v1
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Deep Learning–based Approach for Automated Assessment of Interstitial Lung Disease in Systemic Sclerosis on CT Images
Guillaume Chassagnon
,
Maria Vakalopoulou
,
Alexis Régent
,
Evangelia Zacharaki
,
Galit Aviram
,
et al.
Journal articles
hal-03133250v1
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Unsupervised Nuclei Segmentation using Spatial Organization Priors
Loïc Le Bescond
,
Marvin Lerousseau
,
Ingrid Garberis
,
Fabrice André
,
Stergios Christodoulidis
,
et al.
MICCAI 2022 - 25th International Conference on Medical Image Computing and Computer Assisted Intervention , Sep 2022, Singapore, Singapore. pp.325-335
Conference papers
hal-03644463v2
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Have Foundational Models Seen Satellite Images?
Akash Panigrahi
,
Sagar Verma
,
Matthieu Terris
,
Maria Vakalopoulou
IGARSS 2023 - International Geoscience and Remote Sensing Symposium , IEEE, Jul 2023, Pasadena, United States
Conference papers
hal-04112634v1
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Image Registration of Satellite Imagery with Deep Convolutional Neural Networks
Maria Vakalopoulou
,
Stergios Christodoulidis
,
Mihir Sahasrabudhe
,
Stavroula Mougiakakou
,
Nikos Paragios
IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium , Jul 2019, Yokohama, France. pp.4939-4942,
⟨10.1109/IGARSS.2019.8898220⟩
Conference papers
hal-02422555v1
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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
,
et al.
2018
Preprints, Working Papers, ...
hal-01959023v1
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A multi-task deep learning framework coupling semantic segmentation and image reconstruction for very high resolution imagery
Maria Papadomanolaki
,
Konstantinos Karantzalos
,
Maria Vakalopoulou
Conference papers
hal-02266085v1
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Context Aware 3D CNNs for Brain Tumor Segmentation
Siddhartha Chandra
,
Maria Vakalopoulou
,
Lucas Fidon
,
Enzo Battistella
,
Théo Estienne
,
et al.
MICCAI Brainlesion Workshop , Sep 2018, Granada, Spain
Conference papers
hal-01959610v1
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COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures
Enzo Battistella
,
Maria Vakalopoulou
,
Roger Sun
,
Théo Estienne
,
Marvin Lerousseau
,
et al.
Journal articles
hal-03530265v1
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Deep learning: basics and convolutional neural networks (CNN)
Maria Vakalopoulou
,
Stergios Christodoulidis
,
Ninon Burgos
,
Olivier Colliot
,
Vincent Lepetit
Olivier Colliot. Machine Learning for Brain Disorders , Springer, In press
Book sections
hal-03957224v1
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Deep learning based registration using spatial gradients and noisy segmentation labels
Théo Estienne
,
Maria Vakalopoulou
,
Enzo Battistella
,
Alexandre Carré
,
Théophraste Henry
,
et al.
2020
Preprints, Working Papers, ...
hal-02974930v1
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Elastic Registration–driven Deep Learning for Longitudinal Assessment of Systemic Sclerosis Interstitial Lung Disease at CT
Guillaume Chassagnon
,
Maria Vakalopoulou
,
Alexis Régent
,
Mihir Sahasrabudhe
,
Rafael Marini
,
et al.
Journal articles
hal-03134510v1
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Weakly Supervised Multiple Instance Learning Histopathological Tumor Segmentation
Marvin Lerousseau
,
Maria Vakalopoulou
,
Marion Classe
,
Julien Adam
,
Enzo Battistella
,
et al.
Conference papers
hal-03133239v1
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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
IEEE ISBI 2021 - International Symposium on Biomedical Imaging , Apr 2021, Nice / Virtual, France
Conference papers
hal-03141528v1
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Contrastive Masked Transformers for Forecasting Renal Transplant Function
Leo Milecki
,
Vicky Kalogeiton
,
Sylvain Bodard
,
Dany Anglicheau
,
Jean-Michel Correas
,
et al.
Conference papers
hal-03943953v1
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Deep learning: definition and perspectives for thoracic imaging
Maria Vakalopoulou
,
Guillaume Chassagnon
,
Nikos Paragios
,
Marie-Pierre Revel
Journal articles
hal-02422513v1
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Gigapixel Whole-Slide Images Classification Using Locally Supervised Learning
Jingwei Zhang
,
Xin Zhang
,
Ke Ma
,
Rajarsi Gupta
,
Joel Saltz
,
et al.
MICCAI 2022 - 25th International Conference on Medical Image Computing and Computer Assisted Intervention , Locally supervised learning; Whole slide image; Multiple instance learning; Classification, Sep 2022, Singapore, Singapore. pp.192-201,
⟨10.1007/978-3-031-16434-7_19⟩
Conference papers
hal-03939232v1
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Graph-Based Registration, Change Detection, and Classification in Very High Resolution Multitemporal Remote Sensing Data
Maria Vakalopoulou
,
Konstantinos Karantzalos
,
Nikos Komodakis
,
Nikos Paragios
Journal articles
hal-01413419v1
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A Joint Spatial and Magnification Based Attention Framework for Large Scale Histopathology Classification
Jingwei Zhang
,
Ke Ma
,
John van Arman
,
Rajarsi Gupta
,
Joel Saltz
,
et al.
Conference papers
hal-03539240v1
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Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology
Joseph Boyd
,
Mykola Liashuha
,
Eric Deutsch
,
Nikos Paragios
,
Stergios Christodoulidis
,
et al.
Conference papers
hal-03448192v1
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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
,
et al.
Journal articles
hal-03133258v1
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