COVID-19 prediction through X-ray images using various layers in convolutional neural network

Abstract

PurposeThe purpose of this paper is to focus on the prediction of Coronavirus 2019 (COVID-19) using X-ray image.Design/methodology/approachThis study proposed convolutional neural network (CNN) approach to predict COVID-19.FindingsPrediction of COVID-19 using CNN.Originality/valueThe work has implemented multiple CNN models to classify chest X-ray of affected patients by using their chest scans. According to three models, the ResNet-50 is advantageous because of its high service reliability.