RegionInpaint, Cutoff and RegionMix: Introducing Novel Augmentation Techniques for Enhancing the Generalization of Brain Tumor Identification. - Omar S. El-Assiouti; Ghada Hamed; Hadeer El-Saadawy; Hala Mousher Ebeid; Dina Reda Khattab (IEEE Access, 2023)

HDKD: Hybrid data-efficient knowledge distillation network for medical image classification. - Omar S. El-Assiouti; Ghada Hamed; Dina Reda Khattab; Hala Mousher Ebeid (Eng. Appl. Artif. Intell., 2024)