JA

Janan Arslan

17
Documents
Affiliations actuelles
  • Institut du Cerveau = Paris Brain Institute (ICM)
  • Data Analysis Core (DAC)
Identifiants chercheurs
Contact

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Publications

Image document

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-04562334 v2
Image document

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-03834014 v2
Image document

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-03928851 v1

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-03834400 v1

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-03814995 v1

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-03834394 v1
Image document

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-03834055 v1