DeTrac: Transfer Learning of Class Decomposed Medical Images in Convolutional Neural Networks. - Asmaa Abbas; Mohammed M. Abdelsamea; Mohamed Medhat Gaber (IEEE Access, 2020)

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network. - Asmaa Abbas; Mohammed M. Abdelsamea; Mohamed Medhat Gaber (Appl. Intell., 2021)

4S-DT: Self-Supervised Super Sample Decomposition for Transfer Learning With Application to COVID-19 Detection. - Asmaa Abbas; Mohammed M. Abdelsamea; Mohamed Medhat Gaber (IEEE Trans. Neural Networks Learn. Syst., 2021)

XDecompo: Explainable Decomposition Approach in Convolutional Neural Networks for Tumour Image Classification. - Asmaa Abbas; Mohamed Medhat Gaber; Mohammed M. Abdelsamea (Sensors, 2022)

CLOG-CD: Curriculum Learning based on Oscillating Granularity of Class Decomposed Medical Image Classification. - Asmaa Abbas; Mohamed Medhat Gaber; Mohammed M. Abdelsamea (CoRR, 2025)