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Ensuring Fairness in Machine Learning to Advance Health Equity

Machine learning is used increasingly in clinical care to improve diagnosis, treatment selection, and health system efficiency. Because machine-learning models learn from historically collected data, populations that have experienced human and structural biases in the past—called protected groups—ar...

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Dettagli Bibliografici
Pubblicato in:Ann Intern Med
Autori principali: Rajkomar, Alvin, Hardt, Michaela, Howell, Michael D., Corrado, Greg, Chin, Marshall H.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6594166/
https://ncbi.nlm.nih.gov/pubmed/30508424
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7326/M18-1990
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