A multi-task pipeline with specialized streams for classification and segmentation of infection manifestations in COVID-19 scans. - Shimaa El-bana; Ahmad Al-Kabbany; Maha Sharkas (PeerJ Comput. Sci., 2020)

Less Is More: Matched Wavelet Pooling-Based Light-Weight CNNs With Application to Image Classification. - Said Elkhamy; Ahmad Al-Kabbany; Shimaa El-bana (IEEE Access, 2022)

Evaluating the Potential of Wavelet Pooling on Improving the Data Efficiency of Light-Weight CNNs. - Shimaa El-bana; Ahmad Al-Kabbany; Hassan M. Elragal; Said Esmail El-Khamy (IEEE Access, 2023)

Toward better semantic segmentation by retaining spectral information using matched wavelet pooling. - Said Esmail El-Khamy; Shimaa El-bana; Ahmad Al-Kabbany; Hassan M. Elragal (Neural Comput. Appl., 2025)