Table 2.
Paper | Normal | Pneumonia | COVID-19 | Total images |
---|---|---|---|---|
[3] | 175 | 224 | 219 | 618 |
[64] | 86 | 100 | 88 | 274 |
[73] | N/A | 14,469 | 20,886 | 35,355 |
[74] | 1325 | 1735 | 1296 | 4356 |
[75] | N/A | 1027 | 1658 | 2685 |
[76] | 91 | NS | 877 | 1418 |
[12] | 100 | N/A | 106 | 206 |
[68] | N/A | 40 | 1266 | 1306 |
[65] | 28,873 | 30,345 | 14,944 | 89,628 |
[31] | 153 | N/A | 203 | 356 |
[14] | 1126 | N/A | 938 | 2064 |
[15] | 6000 | N/A | 6000 | 12,000 |
[16] | 247 | N/A | 178 | 425 |
[77] | N/A | N/A | 150 | 150 |
[78] | 75,541 | N/A | 64,771 | 140,312 |
[79] | 397 | N/A | 349 | 746 |
[80] | 195 | N/A | 275 | 470 |
[21] | 339 | N/A | 391 | 730 |
[18] | N/A | N/A | 373 | 373 |
[81] | 495 | N/A | 449 | 944 |
[19] | N/A | N/A | 100 | 100 |
[82] | NS | 740 | 325 | 1065 |
[56] | 344 | N/A | 439 | 783 |
[83] | N/A | 1027 | 1495 | 2522 |
[84] | 397 | N/A | 349 | 829 |
[13] | 3308 | 2296 | 2228 | 7832 |
[85] | 463 | N/A | 349 | 812 |
Total | 120,438 | 50,268 | 121,700 | 308,359 |