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CheXpert dataset

Chest radiography is a relatively cheap, widely available medical procedure that conveys key information for making diagnostic decisions. Chest X-rays are frequently used in the diagnosis of respiratory diseases such as pneumonia or COVID-19.

Data and Resources

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Cite this as

Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu, Brandon Yang, Hershel Mehta, Tony Duan, Daisy Ding, Aarti Bagul, Curtis Langlotz, Bhavik N Patel, Kristen W Yeom, Katie Shpanskaya, Francis G Blankenberg, Jayne Seekins, Timothy J Amrhein, David A Mong, Safwan S Halabi, Evan J Zucker, Andrew Y Ng, Matthew P Lungren (2024). Dataset: CheXpert dataset. https://doi.org/10.57702/mmzm1ko2

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It is available for use in manuscripts, and will be published when the Dataset is made public.

Additional Info

Field	Value
Created	December 2, 2024
Last update	December 2, 2024
Defined In	https://doi.org/10.48550/arXiv.2403.00771
Citation	https://doi.org/10.48550/arXiv.2208.03545 https://doi.org/10.5617/nmi.10471 https://doi.org/10.48550/arXiv.2207.14781 https://doi.org/10.1109/ACCESS.2021.3125324 https://doi.org/10.1038/s41467-021-24464-3
Author	Pranav Rajpurkar
More Authors	Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta Tony Duan Daisy Ding Aarti Bagul Curtis Langlotz Bhavik N Patel Kristen W Yeom Katie Shpanskaya Francis G Blankenberg Jayne Seekins Timothy J Amrhein David A Mong Safwan S Halabi Evan J Zucker Andrew Y Ng Matthew P Lungren
Homepage	https://arxiv.org/abs/1901.00462