A Deep Learning-based System for Detection At-Risk Students. - Amira Bouamrane; Hafed Zarzour (PAIS, 2022)

A Transfer Learning Framework for Lung Cancer Classification Using EfficientV2-L: Generalizability Assessment. - Amira Bouamrane; Makhlouf Derdour; Ahmed Alksas; Ayman El-Baz (PAIS, 2024)

Hybrid Deep Learning Approach with Feature Engineering for Enhanced Pulmonary Nodule Diagnosis. - Amira Bouamrane; Makhlouf Derdour; Ahmed Alksas; Ayman El-Baz (SN Comput. Sci., 2024)

A Real-Time Lung Tumor Detection Approach Using YOLOv11 and Vision Transformers. - Amira Bouamrane; Makhlouf Derdour; Abdellatif Sahraoui; Mohamed Deriche 001; Kouzou Abdellah (SSD, 2025)

On Evaluating the Impact of Automatic Text Summarization on Large Document Classification: An Empirical Study. - Moustafa Sadek Kahil; Makhlouf Derdour; Amira Bouamrane; Kouzou Abdellah; Mohamed Deriche 001; Sahraoui Abdelatif (SSD, 2025)