Concepedia

Implications of predicting race variables from medical images

James Zou, Judy Wawira Gichoya, Daniel E. Ho, Ziad Obermeyer

Science · 2023 · 29 citations · 8 references

DOI

Concepts

Abstract

AI-predicted race variables pose risks and opportunities for studying health disparities.

References

8

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

Ryan Poplin, Avinash V. Varadarajan, Katy Blumer et al. · Nature Biomedical Engineering · 2018 · 1.8K citations · Full text

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Taking race out of human genetics

Michael Yudell, Dorothy E. Roberts, Rob DeSalle et al. · Science · 2016 · 626 citations

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AI recognition of patient race in medical imaging: a modelling study

Judy Wawira Gichoya, Imon Banerjee, Ananth Reddy Bhimireddy et al. · The Lancet Digital Health · 2022 · 518 citations · Full text

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Advances, challenges and opportunities in creating data for trustworthy AI

Weixin Liang, Girmaw Abebe Tadesse, Daniel E. Ho et al. · Nature Machine Intelligence · 2022 · 517 citations

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How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals

Eric Q. Wu, Kevin Wu, Roxana Daneshjou et al. · Nature Medicine · 2021 · 462 citations

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