Pneumonia and Covid-19 Prediction using CNN

Authors

  • Dr. V.Vinodhini Professor, Department of Computer Science, Dr. N.G.P. Arts and Science Coimbatore, Tamilnadu, INDIA
  • C.S.Charan Final Year Student, Department of Computer Science, Dr. N.G.P. Arts and Science Coimbatore, Tamilnadu, INDIA
  • A.Deepa Final Year Student, Department of Computer Science, Dr. N.G.P. Arts and Science Coimbatore, Tamilnadu, INDIA

DOI:

https://doi.org/10.31033/ijemr.13.2.22

Keywords:

Deep Learning, Machine Learning, Convolutional Neural Network (CNN)

Abstract

Convolutional Neural Network (CNN) is used to automatically process large amounts of medical images, and to identify complex associations for disease diagnosis. An automatic diagnostic system has been developed using Convolutional Neural Network (CNN) which uses chest X-ray results to diagnose whether a person is affected by Pneumonia or COVID-19. It also determines the type of Pneumonia along with the newly discovered COVID-19. The diagnostic deep learning method uses computed tomography (CT) images, chest X-rays to classify Pneumonia, types of Pneumonia and COVID-19.

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Published

2023-04-25

How to Cite

Dr. V.Vinodhini, C.S.Charan, & A.Deepa. (2023). Pneumonia and Covid-19 Prediction using CNN. International Journal of Engineering and Management Research, 13(2), 142–144. https://doi.org/10.31033/ijemr.13.2.22

Issue

Vol. 13 No. 2 (2023): April Issue

Section

Articles

License

Copyright (c) 2023 Dr. V.Vinodhini, C.S.Charan, A.Deepa

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.