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authIdHal_s : stergios-christodoulidis
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Image Registration of Satellite Imagery with Deep Convolutional Neural Networks

Maria Vakalopoulou , Stergios Christodoulidis , Mihir Sahasrabudhe , Stavroula Mougiakakou , Nikos Paragios et al.
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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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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Self-supervised Nuclei Segmentation in Histopathological Images Using Attention

Mihir Sahasrabudhe , Stergios Christodoulidis , Roberto Salgado , Stefan Michiels , Sherene Loi et al.
MICCAI 2020 - International Conference on Medical Image Computing and Computer-Assisted Intervention, Oct 2020, Lima, Peru. pp.393-402, ⟨10.1007/978-3-030-59722-1_38⟩
Conference papers hal-03087006v1
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Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning

Maria Papadomanolaki , Stergios Christodoulidis , Konstantinos Karantzalos , Maria Vakalopoulou
Remote Sensing, 2021, 13 (7), ⟨10.3390/rs13071294⟩
Journal articles hal-03538150v1

Intestinal microbiota influences clinical outcome and side effects of early breast cancer treatment

Safae Terrisse , Lisa Derosa , Valerio Iebba , François Ghiringhelli , Ines Vaz-Luis et al.
Cell Death and Differentiation, 2021, 28 (9), pp.2778-2796. ⟨10.1038/s41418-021-00784-1⟩
Journal articles hal-03681977v1
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Region-Guided CycleGANs for Stain Transfer in Whole Slide Images

Joseph Boyd , Irène Villa , Marie-Christine Mathieu , Eric Deutsch , Nikos Paragios et al.
MICCAI 2022 - 25th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore. pp.356-365, ⟨10.1007/978-3-031-16434-7_35⟩
Conference papers hal-03939229v1
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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.
Medical Image Analysis, 2021, 67, pp.101860. ⟨10.1016/j.media.2020.101860⟩
Journal articles hal-03133234v1
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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.
Frontiers in Computational Neuroscience, 2020, Multimodal Brain Tumor Segmentation and Beyond, ⟨10.3389/fncom.2020.00017⟩
Journal articles hal-02974826v1

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

Théo Estienne , Maria Vakalopoulou , Stergios Christodoulidis , Enzo Battistella , Marvin Lerousseau et al.
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⟩
Conference papers hal-02365899v2