A multi-task pipeline with specialized streams for classification and segmentation of infection manifestations in COVID-19 scans S El-Bana, A Al-Kabbany, M Sharkas PeerJ Computer Science 6, e303, 2020 | 40 | 2020 |
A two-stage framework for automated malignant pulmonary nodule detection in CT scans S El-Bana, A Al-Kabbany, M Sharkas Diagnostics 10 (3), 131, 2020 | 35 | 2020 |
Going shallower with MobileNets: On the impact of wavelet pooling S El-Khamy, A Al-Kabbany, EB Shimaa 2021 38th National Radio Science Conference (NRSC) 1, 126-138, 2021 | 5 | 2021 |
MLRS-CNN-DWTPL: A new enhanced multi-label remote sensing scene classification using deep neural networks with wavelet pooling layers SE El-Khamy, A Al-Kabbany, ELB Shimaa 2021 International Telecommunications Conference (ITC-Egypt), 1-5, 2021 | 5 | 2021 |
Less is more: Matched wavelet pooling-based light-weight CNNs with application to image classification S El-Khamy, A Al-Kabbany, S El-Bana IEEE Access 10, 59592-59602, 2022 | 4 | 2022 |
A Two-Stage Framework for Automated Malignant Pulmonary Nodule Detection in CT Scans. Diagnostics. 2020; 10: 131 S El-Bana, A Al-Kabbany, M Sharkas | 4 | |
Evaluating the Potential of Wavelet Pooling on Improving the Data Efficiency of Light-Weight CNNs S El-Bana, A Al-Kabbany, HM Elragal, S El-Khamy IEEE Access 11, 51199-51213, 2023 | 3 | 2023 |
Matched Wavelet Pooling for Efficient Light-Weight CNN Network Architectures with Application to Image Classification S Ei-Khamy, A Al-Kabbany, S El-Bana, H El-Raggal 2023 40th National Radio Science Conference (NRSC) 1, 102-109, 2023 | | 2023 |