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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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