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2024Deep ContourFlow: Advancing Active Contours with Deep Learning, arXiv:2407.10696.
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2024Semi-Supervised Segmentation with Topological Penalization for Quantifying Retinal Degeneration in Histological Sections, 2024 IEEE International Symposium on Biomedical Imaging (ISBI).
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2024Scribble-based fast weak-supervision and interactive corrections for segmenting whole slide images, Computer Science.
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2023Automatic diagnosis and classification of breast surgical samples with dynamic full-field OCT and machine learning, Journal of Medical Imaging, Vol. 10, Issue 3, 034504.
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2022Smart Learning of Click and Refine for Nuclei Segmentation on Histology Images, 2022 IEEE International Conference on Image Processing (ICIP).
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2022Spatial Analysis For Histopathology: A Statistical Approach, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), Mar 2022, Kolkata, India. pp.1-5, ⟨10.1109/ISBI52829.2022.9761498⟩.
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2021Leveraging Global Diagnosis For Tumor Localization In Dynamic Cell Imaging Of Breast Cancer Tissue Towards Fast Biopsying, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).
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2021Blind Source Separation In Dynamic Cell Imaging Using Non-Negative Matrix Factorization Applied To Breast Cancer Biopsies, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).
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2021Missing Self-Induced Activation of NK Cells Combines with Non-Complement-Fixing Donor-Specific Antibodies to Accelerate Kidney Transplant Loss in Chronic Antibody-Mediated Rejection, J Am Soc Nephrol . 2021 Feb;32(2):479-494.
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2020Transcriptional Changes in Kidney Allografts with Histology of Antibody-Mediated Rejection without Anti-HLA Donor-Specific Antibodies., J Am Soc Nephrol 2020 09; 31(9): 2168-2183.
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2019Icytomine: A User-Friendly Tool for Integrating Workflows on Whole Slide Images, vol 11435.
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2018Basal cell carcinoma detection in full field OCT images using convolutional neural networks, 2016 IEEE International Conference on Multimedia & Expo Workshops (ICMEW).
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2017Computer-assisted topological analysis of renal allograft inflammation adds to risk evaluation at diagnosis of humoral rejection, Kidney Int. 2017 07;92(1):214-226.
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2017A multicentre study of 95 biopsy-proven cases of renal disease in primary Sjögren’s syndrome, Rheumatology (Oxford) 2017 Mar;56(3):362-370.
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2017Essential role of immobilized chemokine CXCL12 in the regulation of the humoral immune response, Proc. Natl. Acad. Sci. U.S.A. 2017 Feb;114(9):2319-2324.
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2014Progression of pulse pressure in kidney recipients durably exposed to CsA is a risk factor for epithelial phenotypic changes: an ancillary study of the CONCEPT trial, Transpl. Int. 2014 Apr;27(4):344-52.
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2014The intracellular bacteria Chlamydia hijack peroxisomes and utilize their enzymatic capacity to produce bacteria-specific phospholipids, PLoS ONE 2014;9(1):e86196.
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2012Icy: an open bioimage informatics platform for extended reproducible research, Nature Methods, 2012, 9 (7), pp.690-696. ⟨10.1038/nmeth.2075⟩.
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2002Segmentation and tracking of migrating cells in videomicroscopy with parametric active contours: a tool for cell-based drug testing, IEEE Trans Med Imaging 2002 Oct;21(10):1212-21.