Handling class imbalance in COVID-19 chest X-ray images classification: Using SMOTE and weighted loss. - Ekram Chamseddine; Nesrine Mansouri; Makram Soui; Mourad Abed (Appl. Soft Comput., 2022)

Enhanced Deep Learning Framework for Automatic MRI Brain Tumor Segmentation with Data Augmentation. - Ekram Chamseddine; Lotfi Tlig; Mounir Sayadi (ATSIP, 2024)