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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Dades bibliogràfiques
Publicat a:JMIR Public Health Surveill
Autors principals: 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
Idioma:Inglês
Publicat: JMIR Publications 2020
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Original Paper
Accés en línia: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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