Table 7.
Comparisons of with other studies
| Class | Data Size | Reference | Methods | Result (Accuracy) |
|---|---|---|---|---|
| COVID-19 and non COVID-19 or pneumonia | 413 COVID-19 439 Normal or Pneumonia (CT images) |
[37] | ResNet50 | 93.01 % |
| COVID-19 Pneumonia |
108 COVID-19 86 Pneumonia Totally 1020 images (CT images) |
[53] | AlexNet | 78.92 % |
| COVID-19 Normal, Pneumonia |
358 COVID-19 (+) 5538 COVID-19 (-) 8066 Healthy (Chest X-ray) |
[54] | COVID-NET | 93.3% |
| COVID-19, Normal, Pneumonia |
127 COVID-19 (+) 127 COVID-19 (-) (Chest X-ray) 127 Pneumonia |
[55] | ResNet50 + SVM | 95.33 % |
| COVID-19 Normal Pneumonia |
225 COVID-19 1583 Normal 4292 Pneumonia (X-ray images) |
[56] | CNN | 98.50 % |
| COVID-19 Normal |
142 COVID-19 142 Normal (X-ray images) |
[57] | nCOVnet | 88.1 % |
| COVID-19 Normal, Pneumonia |
285 COVID-19 285 Normal 285 Pneumonia (X-ray images) |
[58] | CNN | 94.03 % |