Asmaa Abbas

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Image Classification

Transfer Learning

Chest Radiographs

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Asmaa Abbas, Mohamed Medhat Gaber, Mohammed M. Abdelsamea
XDecompo: Explainable Decomposition Approach in Convolutional Neural Networks for Tumour Image Classification. Sensors 22 (24) (2022)
Asmaa Abbas, Mohammed M. Abdelsamea, Mohamed Medhat Gaber
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network. Appl. Intell. 51 (2) (2021)
Asmaa Abbas, Mohammed M. Abdelsamea, Mohamed Medhat Gaber
4S-DT: Self-Supervised Super Sample Decomposition for Transfer Learning With Application to COVID-19 Detection. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Asmaa Abbas, Mohammed M. Abdelsamea, Mohamed Medhat Gaber
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network. CoRR (2020)
Asmaa Abbas, Mohammed M. Abdelsamea, Mohamed Medhat Gaber
4S-DT: Self Supervised Super Sample Decomposition for Transfer learning with application to COVID-19 detection. CoRR (2020)
Asmaa Abbas, Mohammed M. Abdelsamea, Mohamed Medhat Gaber
DeTrac: Transfer Learning of Class Decomposed Medical Images in Convolutional Neural Networks. IEEE Access 8 (2020)