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No. | Sources | Data type | No. of images | Image type | Types of images | Links |
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1 | J. P. Cohen’s GitHub | Viral pneumonia (SARS, varicella, influenza) and COVID-19, bacterial pneumonia (Streptococcus spp., Klebsiella spp., Escherichia coli, Mycoplasma spp., Legionella spp., unknown, Chlamydophilla spp.) and COVID-19, fungal (Pneumocystis spp., lipoid) and COVID-19 | Raw images: 910, annotated images: 210 | jpg and png | CXR | https://github.com/ieee8023/covid-chestxray-dataset |
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2 | European Society of Radiology | Total cases or images unknown | N/A | pdf | CXR and CT | https://www.eurorad.org/advanced-search?search=COVID |
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4 | Kaggle | Posterior-anterior (PA), anterior-posterior (AP) lateral for X-rays and axial or coronal for CT scans | Normal images: 1,576, pneumonia ARDS images: 2, viral pneumonia images: 1,493, COVID-19 images: 58, SARS images: 4, bacterial pneumonia images: 2,772, bacterial Streptococcus images: 5 | png, jpg, jpeg, and others | CXR and CT | https://www.kaggle.com/bachrr/covid-chest-xray |
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5 | UCSD-AI4H | Total: 349 images from 216 patients | COVID-19 images: 349, non-COVID-19 images: 397 | jpg and png | CT | https://github.com/UCSD-AI4H/COVID-CT |
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6 | MedSeg | Images were segmented by a radiologist using 3 labels: ground-glass (), consolidation (=2), and pleural effusion (=3). | Image volumes—9 volumes, a total of >800 slices, COVID-19 masks 350 annotated slices. Lung annotated slices | jpg | CT | http://medicalsegmentation.com/covid19/ |
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7 | COVID-19 Radiography Database | | COVID-19 images: 219, normal images: 1,341, viral pneumonia images: 1,345 | png | CXR | https://www.kaggle.com/tawsifurrahman/covid19-radiographydatabase |
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