Open Access

ARTICLE

A Transfer Learning Based Approach for COVID-19 Detection Using Inception-v4 Model

Ali Alqahtani¹, Shumaila Akram², Muhammad Ramzan^2,3,*, Fouzia Nawaz², Hikmat Ullah Khan⁴, Essa Alhashlan⁵, Samar M. Alqhtani¹, Areeba Waris⁶, Zain Ali⁷

1 College of Computer Science and Information Systems, Najran University, Najran, 61441, Saudi Arabia
2 Department of Computer Science and Information Technology, University of Sargodha, Sargodha, 40100, Pakistan
3 School of Systems and Technology, University of Management and Technology, Lahore, 54782, Pakistan
4 Department of Computer Science, COMSATS University Islamabad, Wah Campus, Islamabad, 47040, Pakistan
5 Department of Medical Imaging, King Khaled Hospital, Najran, 61441, Saudi Arabia
6 Electrical & Electronics Engineering Department, Universiti Teknologi, Petronas, 31750, Malaysia
7 Department of Electrical Engineering, HITEC University, Taxila, 47080, Pakistan

* Corresponding Author: Muhammad Ramzan. Email: