Write It Like You See It: Detectable Differences in Clinical Notes by Race Lead to Differential Model Recommendations

Hammaad Adam, Ming-Ying Yang, Kenrick Cato, Ioana Baldini, Charles Senteio, Leo Anthony Celi, Jiaming Zeng, Moninder Singh, Marzyeh Ghassemi. Write It Like You See It: Detectable Differences in Clinical Notes by Race Lead to Differential Model Recommendations. In Vincent Conitzer, John Tasioulas, Matthias Scheutz, Ryan Calo, Martina Mara, Annette Zimmermann, editors, AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19 - 21, 2021. pages 7-21, ACM, 2022. [doi]

Authors

Hammaad Adam

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Ming-Ying Yang

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Kenrick Cato

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Ioana Baldini

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Charles Senteio

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Leo Anthony Celi

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Jiaming Zeng

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Moninder Singh

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Marzyeh Ghassemi

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