Open Access

ARTICLE

Deep Learning ResNet101 Deep Features of Portable Chest X-Ray Accurately Classify COVID-19 Lung Infection

Sobia Nawaz¹, Sidra Rasheed², Wania Sami³, Lal Hussain^4,5,*, Amjad Aldweesh^6,*, Elsayed Tag eldin⁷, Umair Ahmad Salaria^8,9, Mohammad Shahbaz Khan¹⁰

1 Basic Health Unit Sumra, Lodhran, 59320, Pakistan
2 Basic Health Unit 20-G, Chishtian, Bahawalnagar, 62300, Pakistan
3 Doctor’s Hospital, Lahore, 54590, Pakistan
4 Department of Computer Science & IT, Neelum Campus, The University of Azad Jammu and Kashmir, Athmuqam, 13230, Azad Kashmir, Pakistan
5 Department of Computer Science & IT, King Abdullah Campus, The University of Azad Jammu and Kashmir, Muzaffarabad, 13100, Azad Kashmir, Pakistan
6 College of Computer science and information technology, Shaqra University, Shaqra, 15273, Saudi Arabia
7 Faculty of Engineering and Technology, Future University in Egypt, New Cairo, 11835, Egypt
8 Department of Electrical Engineering, University of Azad Jammu and Kashmir, Chehla Campus, Muzaffarabad, 13100, Azad Kashmir, Pakistan
9 Department of Electrical Engineering, Mirpur University of Science & Technology, Mirpur, Muzaffarabad, 10250, Azad Kashmir, Pakistan
10 Children’s National Hospital, 111 Michigan AVE NW, Washington, DC, 20854, USA

* Corresponding Authors: Lal Hussain. Email: ; Amjad Aldweesh. Email: