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The AI life cycle: a holistic approach to creating ethical AI for health decisions · Study

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ArticleThe AI life cycle: a holistic approach to creating ethical AI for health decisions

Madelena Y. Ng2022

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Articlegreen2022

The AI life cycle: a holistic approach to creating ethical AI for health decisions

Madelena Y. Ng · Supriya Kapur · Katherine D. Blizinsky · Tina Hernandez‐Boussard

71 citations·0/0 files stored·Nature Medicine

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Ethics and Social Impacts of AI Artificial Intelligence in Healthcare and Education Explainable Artificial Intelligence (XAI)

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References

2019Dissecting racial bias in an algorithm used to manage the health of populations 2020An empirical characterization of fair machine learning for clinical risk prediction 2022Jury Learning: Integrating Dissenting Voices into Machine Learning Models 2022Peeking into a black box, the fairness and generalizability of a MIMIC-III benchmarking model

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2022Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI

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Year2022

Typearticle

Published2022-09-26

VenueNature Medicine

ISSN-L1078-8956

Languageen

Citations71

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ShelfEthics and Social Impacts of AI

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doi10.1038/s41591-022-01993-y

openalex_workW4297239116

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