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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:JMIR Public Health Surveill
Prif Awduron: 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
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: JMIR Publications 2020
Pynciau:
Original Paper
Mynediad Ar-lein: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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