Classifying COVID-19 and viral pneumonia lung infections through deep convolutional neural network model using chest X-Ray images

Classifying COVID-19 and viral pneumonia lung infections through deep convolutional neural network model using chest X-Ray images

Context: Automated detection of COVID-19 in real time can greatly help clinicians to handle increasing number of cases for preliminary screening. Deep CNN models trained with sufficiently large datasets may become best candidates to meet the purpose. Aims: This study aims for automated detection and...

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Bibliographic Details
Main Authors: Dhirendra Kumar Verma, Gaurav Saxena, Amit Paraye, Alpana Rajan, Anil Rawat, Rajesh Kumar Verma
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2022-01-01
Series:Journal of Medical Physics
Subjects:
chest x-ray
convolutional neural network
covid-19
deep learning
transfer learning
viral pneumonia
Online Access:http://www.jmp.org.in/article.asp?issn=0971-6203;year=2022;volume=47;issue=1;spage=57;epage=64;aulast=Verma

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http://www.jmp.org.in/article.asp?issn=0971-6203;year=2022;volume=47;issue=1;spage=57;epage=64;aulast=Verma

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