A comparative analysis of the binary and multiclass classified chest X-ray images of pneumonia and COVID-19 with ML and DL models

A comparative analysis of the binary and multiclass classified chest X-ray images of pneumonia and COVID-19 with ML and DL models

The highly infectious coronavirus disease 2019 (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2, the seventh coronavirus. It is the longest pandemic in recorded history worldwide. Many countries are still reporting COVID-19 cases even in the fifth year of its emergence.

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Bibliographic Details
Main Authors: Pal Madhumita, Mohapatra Ranjan K., Sarangi Ashish K., Sahu Alok Ranjan, Mishra Snehasish, Patel Alok, Bhoi Sushil Kumar, Elnaggar Ashraf Y., El Azab Islam H., Alissa Mohammed, El-Bahy Salah M.
Format: Article
Language:English
Published: De Gruyter 2025-02-01
Series:Open Medicine
Subjects:
covid-19
chest x-ray images
ml and dl models
binary and multiclass classification
Online Access:https://doi.org/10.1515/med-2024-1110
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