Deep learning-based classification of eye diseases using Convolutional Neural Network for OCT images. - Mohamed Elkholy; Marwa A. Marzouk (Frontiers Comput. Sci., 2023)

Combining bag of visual words-based features with CNN in image classification. - Marwa A. Marzouk; Mohamed Elkholy (J. Intell. Syst., 2024)

Innovative Machine Learning Approaches for Identifying Pre-diabetes in Patients. - Marwa Hussien Mohamed; Mohamed Elkholy; Marwa A. Marzouk (J. Inf. Hiding Multim. Signal Process., 2025)