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NIH chest radiography dataset

Replicated the model described in Rajpurkar et al. with fixed hyperparameters and 50 different random seeds to identify 14 findings in chest radiographs.

Data and Resources

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Cite this as

John R. Zech, Jessica Zosa Forde, Michael L. Littman (2024). Dataset: NIH chest radiography dataset. https://doi.org/10.57702/qwvgc2cb

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

Additional Info

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Created December 2, 2024
Last update December 2, 2024
Author John R. Zech
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Jessica Zosa Forde
Michael L. Littman
Homepage https://github.com/jrzech/reproduce-chexnet