Deep learning approach for analyzing the COVID-19 chest x-rays

Purpose The purpose of this study is to analyze the utility of Convolutional Neural Network (CNN) in medical image analysis. In this study, deep learning (DL) models were used to classify the X-ray into COVID, viral pneumonia, and normal categories. Materials and Methods In this study, we have compa...

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Bibliographic Details
Main Authors: Mohini Manav, Monika Goyal, Anuj Kumar, A K Arya, Hari Singh, Arun Kumar Yadav
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2021-01-01
Series:Journal of Medical Physics
Subjects:
Online Access:http://www.jmp.org.in/article.asp?issn=0971-6203;year=2021;volume=46;issue=3;spage=189;epage=196;aulast=Manav