Publications

COVID-Attention: Efficient COVID19 Detection using Pre-trained Deep Models Based on Vision Transformers and X-ray Images; Imed-Eddine Haouli, Walid Hariri, Hassina Seridi-Bouchelaghem; International Journal on Artificial Intelligence Tools; 2023 www.worldscientific.com/doi/10.1142/S021821302350046X 

Exploring Vision Transformers for Automated Glaucoma Disease Diagnosis in Fundus Images; Imed-Eddine Haouli, Walid Hariri, Hassina Seridi-Bouchelaghem; 2023 International Conference on Decision Aid Sciences and Applications (DASA); 2023 ieeexplore.ieee.org/document/10286714       

Advanced Deep Transfer Learning Using Ensemble Models for COVID-19 Detection from X-ray Images; Walid Hariri, Imed-Eddine Haouli; 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP, 2023 , Lisbon, Portugal; 2023        www.scitepress.org/Link.aspx?doi=10.5220/0011703900003417 

Glaucoma Detection Using Optimal Batch Size for Transfer Learning and Ensemble Model Techniques; Imed-Eddine Haouli, Walid Hariri, Hassina Seridi-Bouchelaghem; 12th International Conference on Information Systems and Advanced Technologies "ICISAT 2022"; 2022 link.springer.com/chapter/10.1007/978-3-031-25344-7_19             

A Comprehensive Review of Sound-Based Modalities for Automatic COVID-19 Detection using Deep Learning-Based Techniques; Marwa Zaabi, Walid Hariri, Nadia Smaoui, Imed-Eddine Haouli; IEEE Information Technologies & Smart Industrial Systems (ITSIS) Paris, France ; 2022 ieeexplore.ieee.org/abstract/document/10118380