Table 1.
Summary of frequently used publicly available datasets for the detection of COVID-19.
| S.No. | Paper/Source | Imaging Modality | Total Number of Images |
|---|---|---|---|
| 1 | Available in: https://www.kaggle.com/tawsifurrahman/covid19-radiography-database (accessed on 21 August 2021) | X-ray | Normal: 10,192 COVID: 3616 Viral Pneumonia:1345 Lung opacity: 6012 |
| 2 | Available in: https://www.kaggle.com/prashant268/chest-xray-covid19-pneumonia (accessed on 21 August 2021) | X-ray | Normal: 1583 COVID: 576 Pneumonia: 4273 |
| 3 | [35]/Available in: https://github.com/UCSD-AI4H/COVID-CT (accessed on 21 August 2021) | CT | COVID:349 NonCovid: 397 |
| 4 | [36] Available in: https://www.kaggle.com/plameneduardo/sarscov2-ctscan-dataset (accessed on 21 August 2021) |
CT | COVID:1252 Noncovid:1230 |
| 5 | [37]/Available in: https://mosmed.ai/datasets/covid19_1110 (accessed on 21 August 2021) | CT | 1110 patients with severity grading (CT-0 to CT-4) |
| 6 | [38]/Available in: https://zenodo.org/record/3757476#.YPUTnugzbIU (accessed on 21 August 2021) | CT | 20 labeled COVID-19 CT scans (1800 + annotated slices) |
| 7 | [39]/Available in: https://github.com/BorgwardtLab/covid19_ultrasound (accessed on 21 August 2021) | US | Videos and images Healthy: 90 COVID-19: 92 Bacterial Pneumonia: 73 Viral Pneumonia: 6 |