TABLE I. Number of Images Used for Training, Validation and Testing for Each Dataset.
Dataset 1 | RSNA Pneumonia | 9004 | 1126 | 1124 |
Detection Challenge [22] | ||||
Dataset 2 | COVID-19 Image | — | — | 574 |
Data Collection [20] | ||||
+ RSNA Pneumonia | ||||
Detection Challenge [22] | ||||
Dataset 3 | COVID-19 Image | 13 604 | 1278 | 300 |
Data Collection [20] | ||||
+ RSNA Pneumonia | ||||
Detection Challenge [22] | ||||
+ Figure 1 COVID19 Chest | ||||
Xray Dataset Initiative [21] |