Table 8 Available COVID-19 datasets
Dataset Name | COVID-19 Types | Modality | Number of Images | Reference |
|---|---|---|---|---|
Curated Dataset for COVID-19 Posterior-Anterior Chest Radiography Images (X-Rays) | Bacterial Pneumonia Viral Pneumonia COVID-19 Normal | X-Ray | Total – 9,208 3,001—Bacterial Pneumonia 1,656—Viral Pneumonia 1,281—COVID-19 3,270—Normal | [47] |
Balanced Augmented COVID CXR Dataset | Viral Pneumonia Lung Opacity COVID-19 Normal | X-Ray | Total – 21,165 1,345—Viral Pneumonia 6,012—Lung Opacity 3,616 – COVID-19 10,192—Normal | [48] |
COVID-QU-Ex | COVID-19 Viral or Bacterial Pneumonia Normal | X-Ray | Total—33,920 11,956—COVID-19 11,263—Non-COVID infections 10,701—Normal | [53] |
Covid19 Detection | COVID-19 Pneumonia Normal Fibrosis Tuberculosis | X-Ray | Total – 24,867 3,616—COVID-19 4,265—Pneumonia 11,800—Normal 1,686 – Fibrosis 3,500—Tuberculosis | [54] |
Chest X-ray (Covid-19 & Pneumonia) | COVID-19 Pneumonia Normal | X-Ray | Total – 6,432 576—COVID-19 4,273—Pneumonia 1583—Normal | [55] |
COVID-19-NY-SBU | COVID-19 | CT & X-Ray | Total—5,62,376 | [57] |
CT Images in COVID-19 | COVID-19 | CT scan | Total—771 | [74] |
MIDRC-RICORD-1a | COVID-19 | CT scan | Total—31,856 | [75] |
MIDRC-RICORD-1b | COVID-19 | CT scan | Total—21,220 | [76] |
MIDRC-RICORD-1c | COVID-19 | X-Ray | Total—1,257 | [58] |
COVID-19-AR | COVID-19 | CT & X-Ray | Total—31,935 | [59] |
SARS-COV-2 Ct-Scan Dataset | COVID-19 | CT scan | Total – 2,482 1,252 – Positive | [77] |
COVID-XRay-5 K DATASET | COVID-19 | X-Ray | Total—5,000 | [60] |
COVID-CT | COVID-19 | CT scan | Total—349 | [78] |