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Annals of Internal Medicine· 2018Q1

Ensuring Fairness in Machine Learning to Advance Health Equity

Alvin Rajkomar, Michaela Hardt, Michael Howell, Greg S. Corrado et al.

Short summary

Machine learning models can exacerbate health disparities by learning from biased historical data, but can be proactively designed using principles of distributive justice to advance health equity.

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Field: Health Informatics

Health InformaticsMedicine