Open Access

ARTICLE

Lightweight Transfer Learning Models for Ultrasound-Guided Classification of COVID-19 Patients

Mohamed Esmail Karar^1,2, Omar Reyad^1,3, Mohammed Abd-Elnaby⁴, Abdel-Haleem Abdel-Aty^5,6, Marwa Ahmed Shouman^7,*

1 College of Computing and Information Technology, Shaqra University, Shaqra, 11961, Saudi Arabia
2 Department of Industrial Electronics and Control Engineering, Faculty of Electronic Engineering (FEE), Menoufia University, Menouf, 32952, Egypt
3 Department of Mathematics and Computer Science, Faculty of Science, Sohag University, Sohag, 82524, Egypt
4 Department of Computer Engineering, College of Computers and Information Technology, Taif University, Taif, 21944, Saudi Arabia
5 Department of Physics, College of Sciences, University of Bisha, Bisha, 61922, Saudi Arabia
6 Department of Physics, Faculty of Science, Al-Azhar University, Assiut, 71524, Egypt
7 Department of Computer Science and Engineering, Faculty of Electronic Engineering (FEE), Menoufia University, Menouf, 32952, Egypt

* Corresponding Author: Marwa Ahmed Shouman. Email: