A multiclass deep learning algorithm for healthy lung, Covid-19 and pneumonia disease detection from chest X-ray images

A multiclass deep learning algorithm for healthy lung, Covid-19 and pneumonia disease detection from chest X-ray images

Abstract A crucial step in the battle against the coronavirus disease 2019 (Covid-19) pandemic is efficient screening of the Covid affected patients. Deep learning models are used to improve the manual judgements made by healthcare professionals in classifying Chest X-Ray (CXR) images into Covid pne...

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Bibliographic Details
Main Authors: Geethu Mohan, M. Monica Subashini, Shuba Balan, Shreyansh Singh
Format: Article
Language:English
Published: Springer 2024-03-01
Series:Discover Artificial Intelligence
Subjects:
Classification
CNN
Covid-19
Chest X-ray images
Deep learning
Online Access:https://doi.org/10.1007/s44163-024-00110-x

Internet

https://doi.org/10.1007/s44163-024-00110-x

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