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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Dettagli Bibliografici
Pubblicato in:JMIR Public Health Surveill
Autori principali: 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
Natura: Artigo
Lingua:Inglês
Pubblicazione: JMIR Publications 2020
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Original Paper
Accesso online: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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