Open Access

ARTICLE

A Classification–Detection Approach of COVID-19 Based on Chest X-ray and CT by Using Keras Pre-Trained Deep Learning Models

Xing Deng^1,2, Haijian Shao^1,2,*, Liang Shi³, Xia Wang^4,5, Tongling Xie⁶

1 School of Computer Science, Jiangsu University of Science and Technology, Zhenjiang, 212003, China
2 School of Automation, Key Laboratory of Measurement and Control for CSE, Ministry of Education, Southeast University, Nanjing, 210096, China
3 School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, 212003, China
4 School of Information Science and Technology, Nantong University, Nantong, 226019, China
5 Department of Electrical and Computer Engineering, National University of Singapore, 117583, Singapore
6 The People’s Hospital of RUGAO, Nantong, 226500, China

* Corresponding Author: Haijian Shao. Email: