Recent publications

Multi-Score Prediction for Lung Infection Severity in Chest X-ray Images
IEEE Transactions on Emerging Topics in Computational Intelligence, 2023
B. Slika, F. Dornaika, K. Hammoudi et al.
(accepted) [Project page]
Object-centric Contour-aware Data Augmentation Using Superpixels of Varying Granularity
Pattern Recognition, Elsevier, 2023
F. Dornaika, D. Sun, K. Hammoudi, J. Charafeddine, A. Cabani, C. Zhang
SuperpixelGridMasks Data Augmentation: Application to Precision Health and other Real-world Data
Journal of Healthcare Informatics Research, Springer, 2023
K. Hammoudi, A. Cabani, B. Slika, H. Benhabiles, F. Dornaika, M. Melkemi.
Surface-based Protein Domains Retrieval Methods from a SHREC2021 Challenge
Journal of Molecular Graphics and Modelling, Elsevier, 2022
F. Langenfeld, H. Benhabiles, K. Hammoudi, A. Cabani, F. Windal, M. Melkemi et al.
A Generalized Deep Learning-based Framework for Assistance to the Human Malaria Diagnosis from Microscopic Images
Neural Computing and Applications, Springer, 2021
Ziheng Yang, Halim Benhabiles, Karim Hammoudi, Feryal Windal, Ruiwen He, Dominique Collard
Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19
Journal of Medical Systems, Springer, 2021
Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, D. Collard, Arnaud Scherpereel.
MaskedFace-Net - A Dataset of Correctly/Incorrectly Masked Face Images in the Context of COVID-19
Smart Health, Elsevier, 2021
Adnane Cabani*, Karim Hammoudi*, Halim Benhabiles, Mahmoud Melkemi.
SHREC2020 track: Multi-domain Protein Shape Retrieval Challenge
Computers & Graphics, Elsevier, 2020
F. Langenfeld, H. Benhabiles, K. Hammoudi, A. Cabani, F. Windal, M. Melkemi et al.
A Transfer Learning exploited for Indexing Protein Structures from 3D Point Clouds
MICCAI Workshop, Springer, 2019
Halim Benhabiles, Karim Hammoudi, Feryal Windal, Mahmoud Melkemi, Adnane Cabani

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