A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study

BACKGROUND: Racial disparities in health care are well documented in the United States. As machine learning methods become more common in health care settings, it is important to ensure that these methods do not contribute to racial disparities through biased predictions or differential accuracy acr...

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Bibliografiske detaljer
Udgivet i:JMIR Public Health Surveill
Main Authors: Allen, Angier, Mataraso, Samson, Siefkas, Anna, Burdick, Hoyt, Braden, Gregory, Dellinger, R Phillip, McCoy, Andrea, Pellegrini, Emily, Hoffman, Jana, Green-Saxena, Abigail, Barnes, Gina, Calvert, Jacob, Das, Ritankar
Format: Artigo
Sprog:Inglês
Udgivet: JMIR Publications 2020
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Original Paper
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7644374/
https://ncbi.nlm.nih.gov/pubmed/33090117
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/22400
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