Name [Citation] | Description | Examples | Patients |
---|---|---|---|
A fully manually annotated 14-class dataset of chest X-rays. | \({224\,316}\) | \({65\,240}\) | |
ChestX-ray14Â [33] | A 14-class dataset of chest X-rays with labels extracted from radiology reports. | \({112\,120}\) | \({30\,805}\) |
ChestMNISTÂ [34] | Identical to ChestX-ray14. Part of MedMNISTÂ [54]. | \({112\,120}\) | \({30\,805}\) |
COVIDx CXR-2Â [56] | chest X-rays labelled for the presence or absence of COVID-19. | \({19\,203}\) | \({16\,656}\) |
Chest X-rays, metadata, and free text reports. Same label categories as CheXpert. Some labels were manually determined, and others were automatically assigned using the reports. | \({371\,920}\) | \({65\,079}\) | |
Chest X-rays with bounding box labels for bacterial and viral pneumonias | \({30\,000}\) | \({12\,274}\) | |
Paediatric chest X-rays labelled for the presence or absence of pneumonia. Part of MedMNIST. | 5856 | 5856 |