Identification of COVID-19 samples from chest X-Ray images using deep learning: A comparison of transfer learning approaches

Mamunur Rahaman, Md; Li, Chen; Yao, Yudong; Kulwa, Frank; Asadur Rahman, Mohammad; Wang, Qian; Qi, Shouliang; Kong, Fanjie; Zhu, Xuemin; Zhao, Xin

doi:10.3233/xst-200715

Public

Identification of COVID-19 samples from chest X-Ray images using deep learning: A comparison of transfer learning approaches

Published in Journal of X-Ray Science and Technology • Jul 31, 2020

Authors:

Md Mamunur Rahaman

Chen Li

Yudong Yao

Abstract

BACKGROUND: The novel coronavirus disease 2019 (COVID-19) constitutes a public health emergency globally. The number of infected people and deaths are proliferating every day, which is putting tremendous pressure on our social and healthcare system. Rapid detection of COVID-19 cases is a significant...

Subject

Transfer of learning

Deep learning

Coronavirus disease 2019 (COVID-19)

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