Table 8.
Summary of datasets used for COVID-19 detection.
| Name | Disease | Image Type | Reference | Number of Images | Link |
|---|---|---|---|---|---|
| Andrew’s Kaggle dataset | COVID-19 | X-ray and CT | 79 | https://www.kaggle.com/andrewmvd/convid19-x-rays | |
| Chainz Dataset | COVID-19 and normal | CT | 50 COVID-19, 51 normal | www.ChainZ.cn | |
| Chowdhury’s Kaggle dataset | COVID-19, normal and pneumonia | X-ray | [125] | 219 COVID-19, 1341 normal and 1345 pneumonia | https://www.kaggle.com/tawsifurrahman/covid19-radiography-database |
| Cohen’s Github dataset | COVID-19 | X-ray and CT | [151] | 123 | https://github.com/ieee8023/covid-chestxray-dataset |
| COVIDx Dataset | COVID-19, normal and pneumonia | X-ray | [126] | 573 COVID-19, 8066 normal and 5559 pneumonia | https://github.com/lindawangg/COVID-Net/blob/master/docs/COVIDx.md |
| Italian Society Of Medical And Interventional Radiology (SIRM) COVID-19 Database | COVID-19 | X-ray and CT | 68 | https://www.sirm.org/category/senza-categoria/covid-19/ | |
| LDOCTCXR | Pneumonia and normal | X-ray | [93] | 3883 pneumonia and 1349 normal | https://data.mendeley.com/datasets/rscbjbr9sj/3 |
| Lung image database consortium (LIDC) | Lung Cancer | CT | [149] | 1018 | https://wiki.cancerimagingarchive.net/display/Public/LIDC-IDRI |
| Sajid’s Kaggle dataset | COVID-19 and normal | X-ray | 28 normal, 70 COVID-19 | https://www.kaggle.com/nabeelsajid917/covid-19-x-ray-10000-images | |
| Mooney’s Kaggle dataset | Pneumonia and normal | X-ray | 5863 | https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia | |
| COVID-CT Dataset | COVID-19 and normal | CT | 349 COVID-19 and 463 non-COVID-19 | https://github.com/UCSD-AI4H/COVID-CT | |
| Mendeley Augmented COVID-19 X-ray Images Dataset | COVID-19 and normal | X-ray | 912 | https://data.mendeley.com/datasets/2fxz4px6d8/4 | |
| COVID-19 Chest X-Ray Dataset Initiative | COVID-19 | X-ray | 55 | https://github.com/agchung/Figure1-COVID-chestxray-dataset |