Single Source of Dataset

armiro / COVID-CXNet

COVID-CXNet: Diagnosing COVID-19 in Frontal Chest X-ray Images using Deep Learning. Preprint available on arXiv: https://arxiv.org/abs/2006.13807

MIT License

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Single Source of Dataset #9

Closed amitbcp closed 4 years ago

amitbcp commented 4 years ago

Thanks for open sourcing the code and research for covid. As in the paper the the list of CXR datasets are listed. Can you share the aggregated set that was used by you to train along with the final metadata. This would serve as a good starting point to quickly start the experiments and further research.

This section in the Repo : https://github.com/armiro/COVID-CXNet/tree/master/chest_xray_images/covid19 Are these all Covid positive ? Is any metadata file also available ?

armiro commented 4 years ago

Good questions @amitbcp

A zip file of the COVID-19 images is provided on FigShare. Other images (CAP and normal) need to be curated more before being provided publicly, thus will be available later. Meanwhile, you can request CheXpert dataset or download NIH CXR-14 dataset from their links.
All the images here are COVID-19 positive cases.
Metadata is in progress. I have provided a guideline on how to prepare for each image in #3 . Feel free to reach me if you want to contribute. I think metadata will be available within two weeks.

amitbcp commented 4 years ago

Thank you so much @armiro . I have the CheXpert & NIH datasets already. Sure I'll look into the metadata request you mentioned.