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Patient safety and quality improvement: Ethical principles for a regulatory approach to bias in healthcare machine learning

Accumulating evidence demonstrates the impact of bias that reflects social inequality on the performance of machine learning (ML) models in health care. Given their intended placement within healthcare decision making more broadly, ML tools require attention to adequately quantify the impact of bias...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: McCradden, Melissa D, Joshi, Shalmali, Anderson, James A, Mazwi, Mjaye, Goldenberg, Anna, Zlotnik Shaul, Randi
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7727331/
https://ncbi.nlm.nih.gov/pubmed/32585698
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa085
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