Research Article

Artificial Intelligence-Based Classification of Chest X-Ray Images into COVID-19 and Other Infectious Diseases

Table 1

Division of original images into training and external validation datasets.

Sr. No.Dataset typeOriginal chest X-ray imagesTraining dataset images (90%)External validation dataset-I images (10%)External validation dataset-II images (newly available images on COVID-19 chest X-ray image database from 19 March 2020 to 29 May 2020)

1COVID-195146575
2Non-COVID-1921192N/A
3Pneumonia16014416N/A
4TB (Montgomery County X-ray Set)54495N/A
5Normal (Montgomery County X-ray Set)66597N/A
Total images3523173575