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 type | Original chest X-ray images | Training 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) |
| 1 | COVID-19 | 51 | 46 | 5 | 75 | 2 | Non-COVID-19 | 21 | 19 | 2 | N/A | 3 | Pneumonia | 160 | 144 | 16 | N/A | 4 | TB (Montgomery County X-ray Set) | 54 | 49 | 5 | N/A | 5 | Normal (Montgomery County X-ray Set) | 66 | 59 | 7 | N/A | | Total images | 352 | 317 | 35 | 75 |
|
|