JA

Janan Arslan

Janan ARSLAN - Senior Research Engineer - Data Analysis Core (DAC) Platform, Institut du Cerveau (INSERM)
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Documents
Affiliations actuelles
  • Institut du Cerveau = Paris Brain Institute (ICM)
  • Data Analysis Core (DAC)
Identifiants chercheurs
Contact

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Publications

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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
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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
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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, ⟨10.1038/s41746-026-02717-z⟩

Article dans une revue hal-05622347v1
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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
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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
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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
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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
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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
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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
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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
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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
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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

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

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

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
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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