Janan Arslan
- Institut du Cerveau = Paris Brain Institute (ICM)
- Data Analysis Core (DAC)
Publications
Publications
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Deciphering oxygen distribution and hypoxia profiles in the tumor microenvironment: a data-driven mechanistic modeling approachPhysics in Medicine and Biology, 2024, 69 (12), pp.125023. ⟨10.1088/1361-6560/ad524a⟩ |
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Deep Learning Using Images of the Retina for Assessment of Severity of Neurological Dysfunction in Parkinson DiseaseJAMA Ophthalmology, 2023, 141 (3), pp.240-241. ⟨10.1001/jamaophthalmol.2022.6036⟩ |
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Statistical Analysis of Ceiling and Floor Effects in Medical TrialsApplied Biosciences, 2023, ⟨10.3390/applbiosci2040042⟩ |
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Automation of Cluster Extraction in Fundus Autofluorescence Images of Geographic AtrophyApplied Biosciences, 2023, ⟨10.3390/applbiosci2030025⟩ |
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Application of Machine Learning to Ranking Predictors of Anti-VEGF ResponseLife, 2022, 12 (11), pp.1926. ⟨10.3390/life12111926⟩ |
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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 |