CV de Janan Arslan

JA

Janan Arslan

Janan ARSLAN - Senior Research Engineer - Data Analysis Core (DAC) Platform, Institut du Cerveau (INSERM)

24

Documents

Affiliations actuelles

Institut du Cerveau = Paris Brain Institute (ICM)
Data Analysis Core facility (DAC)

Identifiants chercheurs

Contact

Publications

Publications

	Pseudokinase-converting mutation in protein kinase C alpha drives chordoid glioma by pathway rewiring Charlotte Bellamy , Hannah Tovell , Tiffany Kao , Alexandr Kornev , Quentin Letourneur et al. Proceedings of the National Academy of Sciences of the United States of America, 2026, 123 (29), pp.e2524934123. ⟨10.1073/pnas.2524934123⟩ Article dans une revue hal-05695342v1
	Improving deep learning explainability by elucidating texture-based learning patterns in medical image segmentation Saad Abdullah , Md Masum Billah , Victor Armando Canales-Lima , Pragati Manandhar , Lameya Islam et al. Biomedical Signal Processing and Control, 2026, 123, Part A, pp.110560. ⟨10.1016/j.bspc.2026.110560⟩ Article dans une revue hal-05622738v1
	Decoding the Multimodal Maze: A Systematic Review on the Adoption of Explainability in Multimodal Attention-based Models Md Raisul Kibria , Sébastien Lafond , Janan Arslan Information Fusion, 2026, pp.104405. ⟨10.1016/j.inffus.2026.104405⟩ Article dans une revue hal-05622345v1
	From policing authors to stewarding science: Governing artificial intelligence across the scientific publishing pipeline in medical journals Rawan Abulibdeh , Janan Arslan , Sebastián Andrés Cajas Ordóñez , Leo Anthony Celi , Torleif Markussen Lunde et al. MIT Science Policy Review, 2026, 7, pp.5 - 20. ⟨10.38105/spr.cnmdfm0xb7⟩ Article dans une revue hal-05713288v1
	Engineering framework for curiosity-driven and humble AI in clinical decision support Janan Arslan , Kurt Benke , Sebastian Andres Cajas Ordoñez , Rowell Castro , Leo Anthony Celi et al. BMJ Health & Care Informatics, 2026, 33 (1), pp.e101877. ⟨10.1136/bmjhci-2025-101877⟩ Article dans une revue hal-05622344v1
	Hubris in the age of intelligent medicine—from clinical hierarchies to algorithmic amplification Milit S Patel , David Scales , Janan Arslan , Paola Pedrelli , Matthew G Crowson et al. npj Digital Medicine, 2026, Online ahead of print. ⟨10.1038/s41746-026-02717-z⟩ Article dans une revue hal-05622347v1
	Deciphering oxygen distribution and hypoxia profiles in the tumor microenvironment: a data-driven mechanistic modeling approach Pawan Kumar , Matthieu Lacroix , Pierrick Dupré , Janan Arslan , Lise Fenou et al. Physics in Medicine and Biology, 2024, 69 (12), pp.125023. ⟨10.1088/1361-6560/ad524a⟩ Article dans une revue hal-04612770v1
	Deep Learning Using Images of the Retina for Assessment of Severity of Neurological Dysfunction in Parkinson Disease Janan Arslan , Daniel Racoceanu , Kurt K Benke JAMA Ophthalmology, 2023, 141 (3), pp.240-241. ⟨10.1001/jamaophthalmol.2022.6036⟩ Article dans une revue hal-04036382v1
	Statistical Analysis of Ceiling and Floor Effects in Medical Trials Janan Arslan , Kurt Benke Applied Biosciences, 2023, ⟨10.3390/applbiosci2040042⟩ Article dans une revue hal-04320932v2
	Automation of Cluster Extraction in Fundus Autofluorescence Images of Geographic Atrophy Janan Arslan , Kurt Benke Applied Biosciences, 2023, ⟨10.3390/applbiosci2030025⟩ Article dans une revue hal-04168680v1
	Application of Machine Learning to Ranking Predictors of Anti-VEGF Response Janan Arslan , Kurt K Benke Life, 2022, 12 (11), pp.1926. ⟨10.3390/life12111926⟩ Article dans une revue hal-03860913v1

	PyCellMech: a shape-based feature extraction pipeline for use in medical and biological studies Janan Arslan , Chhoa Henri , Khemir Ines , Valabregue Romain , Benke Kurt SPIE Medical Imaging 2025, Feb 2025, San Diego (CA), United States. pp.1340636, ⟨10.1117/12.3047205⟩ Communication dans un congrès hal-04588377v1
	Explainability in Deep Learning Segmentation Models for Breast Cancer by Analogy with Texture Analysis Md. Masum Billah , Pragati Manandhar , Sarosh Krishan , Alejandro Cedillo , Hergys Rexha et al. Medical Imaging with Deep Learning (MIDL 2024), Jul 2024, Paris, France Communication dans un congrès hal-04562334v2
	Efficient 3D Reconstruction of H&E Whole Slide Images in Melanoma Janan Arslan , Mehdi Ounissi , Haocheng Luo , Matthieu Lacroix , Pierrick Dupré et al. SPIE Medical Imaging 2023, Feb 2023, San Diego, California, United States Communication dans un congrès hal-03834014v2
	Reconstruction vasculaire 3D et analyse de lames virtuelles H&E dans l'étude du mélanome Janan Arslan , Haocheng Luo , Pawan Kumar , Matthieu Lacroix , Pierrick Dupré et al. IABM2023 : Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale, Mar 2023, Paris, France Communication dans un congrès hal-03928851v1
	Data driven mechanistic modeling of oxygen distribution and hypoxia profile in tumor microenvironment Pawan Kumar , Janan Arslan , Arran Hodgkinson , Haocheng Luo , Sarah Dandou et al. COMPSYSCAN2022: A complex systems approach to cancer understanding, Oct 2022, Lyon, France Communication dans un congrès hal-03834400v1
	3D reconstruction and mathematical modelling of whole slide images to elucidate resistance to the targeted therapy in melanoma Janan Arslan , Pawan Kumar , Arran Hodgkinson , Haocheng Luo , Pierrick Dupré et al. International Conference in Systems Biology, Oct 2022, Berlin, Germany Communication dans un congrès hal-03814995v1
	Breaking the cycle of data imbalance: the role of optimized loss functions Janan Arslan GdR ISIS France: Deep learning with weak or few labels in medical image analysis, Feb 2022, Paris, France Communication dans un congrès hal-03834394v1
	Introducing [MALMO]: Mathematical approaches to modelling metabolic plasticity and heterogeneity in Melanoma Janan Arslan , Laurent Le Cam , Matthieu Lacroix , Emmanuel Faure , Pierrick Dupré et al. RITS 2022 - Recherche en Imagerie et Technologie pour la Santé, May 2022, Brest, France Communication dans un congrès hal-03834055v1

	Responsible artificial intelligence : a review of current trends Janan Arslan , Mehdi Ounissi , Gabriel Jiménez , Anuradha Kar , Daniel Racoceanu Winter School AI4Health, Jan 2022, Paris, France. , 2022 Poster de conférence hal-03834390v1
	Estimating spatial distribution of oxygen and hypoxia in tumor microenvironment: a mechanistic approach Pawan Kumar , Janan Arslan , Arran Hodgkinson , Haocheng Luo , Sarah Dandou et al. CanceropoleGSO 2022, Nov 2022, Montpellier, France. Poster de conférence hal-04021831v1

	Anthropometric Uncertainties in the Design of Aerospace Vehicles Kurt Benke , Garry O'Leary , Lyndon Benke , Janan Arslan 2023, pp.15 Autre publication scientifique hal-04363823v1

	A Catalytically Inactive Protein Kinase C alpha Mutation Drives Chordoid Glioma by Pathway Rewiring Charlotte Bellamy , Hannah Tovell , Selina Schwaighofer , Timothy R Baffi , Janan Arslan et al. 2025 Pré-publication, Document de travail (preprint/prepublication) hal-05398890v1
	Scrolling 2D U-Net for the 3D segmentation of small vessels on 7T magnetic resonance angiography Arya Yazdan-Panah , Rosana El Jurdi , Guanghui Fu , Janan Arslan , Romain Valabregue et al. 2023 Pré-publication, Document de travail hal-04090356v1

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