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Image Registration of Satellite Imagery with Deep Convolutional Neural NetworksIGARSS 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 PriorsMICCAI 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 AttentionMICCAI 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 LearningRemote Sensing, 2021, 13 (7), ⟨10.3390/rs13071294⟩
Journal articles
hal-03538150v1
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Intestinal microbiota influences clinical outcome and side effects of early breast cancer treatmentCell 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 ImagesMICCAI 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 pneumoniaMedical 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 SegmentationFrontiers in Computational Neuroscience, 2020, Multimodal Brain Tumor Segmentation and Beyond, ⟨10.3389/fncom.2020.00017⟩
Journal articles
hal-02974826v1
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Deep Learning for the Earth SciencesDeep 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 NetworksReconstruction 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 NetsMICCAI 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
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