suyash091 / covid-chestxray-dataset Goto Github PK

We are building a database of COVID-19 cases with chest X-ray or CT images. We are looking for COVID-19 cases as well as MERS, SARS, and ARDS.

All images and data will be released publicly in this GitHub repo. Currently we are building the database with images from publications as they are images that are already available.

Current stats. Labels 0=No or 1=Yes. Data loader is here

{'ARDS': {0.0: 85, 1.0: 4},
 'Bacterial Pneumonia': {0.0: 83, 1.0: 6},
 'COVID-19': {0.0: 23, 1.0: 66},
 'MERS': {0.0: 89},
 'No Finding': {0.0: 88, 1.0: 1},
 'Pneumonia': {0.0: 2, 1.0: 87},
 'SARS': {0.0: 78, 1.0: 11},
 'Streptococcus': {0.0: 83, 1.0: 6},
 'Viral Pneumonia': {0.0: 12, 1.0: 77}}

• We can extract images from publications. Help identify publications which are not already included using a GitHub issue (DOIs we have are listed in the metadata file). There is a searchable database of COVID-19 papers here.