Janan Arslan
- Institut du Cerveau = Paris Brain Institute (ICM)
- Data Analysis Core (DAC)
Publications
Publications
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Explainability in Deep Learning Segmentation Models for Breast Cancer by Analogy with Texture AnalysisMedical Imaging with Deep Learning (MIDL 2024), Jul 2024, Paris, France |
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Efficient 3D Reconstruction of H&E Whole Slide Images in MelanomaSPIE Medical Imaging 2023, Feb 2023, San Diego, California, United States |
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Reconstruction vasculaire 3D et analyse de lames virtuelles H&E dans l'étude du mélanomeIABM2023 : Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale, Mar 2023, Paris, France |
3D reconstruction and mathematical modelling of whole slide images to elucidate resistance to the targeted therapy in melanomaInternational Conference in Systems Biology, Oct 2022, Berlin, Germany |
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Data driven mechanistic modeling of oxygen distribution and hypoxia profile in tumor microenvironmentCOMPSYSCAN2022: A complex systems approach to cancer understanding, Oct 2022, Lyon, France |
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Breaking the cycle of data imbalance: the role of optimized loss functionsGdR ISIS France: Deep learning with weak or few labels in medical image analysis, Feb 2022, Paris, France |
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Introducing [MALMO]: Mathematical approaches to modelling metabolic plasticity and heterogeneity in MelanomaRITS 2022 - Recherche en Imagerie et Technologie pour la Santé, May 2022, Brest, France |
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Responsible artificial intelligence : a review of current trendsWinter School AI4Health, Jan 2022, Paris, France. , 2022 |
Estimating spatial distribution of oxygen and hypoxia in tumor microenvironment: a mechanistic approachCanceropoleGSO 2022, Nov 2022, Montpellier, France. |
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Anthropometric Uncertainties in the Design of Aerospace Vehicles2023, pp.15 |
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A Catalytically Inactive Protein Kinase C alpha Mutation Drives Chordoid Glioma by Pathway Rewiring2025 |
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PYCELLMECH: A SHAPE-BASED FEATURE EXTRACTION PIPELINE FOR USE IN MEDICAL AND BIOLOGICAL STUDIES2024 |
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Scrolling 2D U-Net for the 3D segmentation of small vessels on 7T magnetic resonance angiography2023 |