Open Access

ARTICLE

An Efficient CNN-Based Hybrid Classification and Segmentation Approach for COVID-19 Detection

Abeer D. Algarni^1,*, Walid El-Shafai², Ghada M. El Banby³, Fathi E. Abd El-Samie^1,2, Naglaa F. Soliman^1,4

1 Department of Information Technology, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, Riyadh 84428, Saudi Arabia
2 Department of Electronics and Electrical Communications, Faculty of Electronic Engineering, Menoufia University, Menouf 32952, Egypt
3 Department of Industrial Electronics and Control Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf 32952, Egypt
4 Department of Electronics and Communications Engineering, Faculty of Engineering, Zagazig University, Zagazig, Sharqia 44519, Egypt

* Corresponding Author: Abeer D. Algarni. Email: