A lightweight CNN-based network on COVID-19 detection using X-ray and CT images.
Journal:
Computers in biology and medicine
Published Date:
May 11, 2022
Abstract
BACKGROUND AND OBJECTIVES: The traditional method of detecting COVID-19 disease mainly rely on the interpretation of computer tomography (CT) or X-ray images (X-ray) by doctors or professional researchers to identify whether it is COVID-19 disease, which is easy to cause identification mistakes. In this study, the technology of convolutional neural network is expected to be able to efficiently and accurately identify the COVID-19 disease.