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Racial Equity in Healthcare Machine Learning: Illustrating Bias in Models With Minimal Bias Mitigation
Background and objective While the potential of machine learning (ML) in healthcare to positively impact human health continues to grow, the potential for inequity in these methods must be assessed. In this study, we aimed to evaluate the presence of racial bias when five of the most common ML algor...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Cureus
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10023594/ https://www.ncbi.nlm.nih.gov/pubmed/36942183 http://dx.doi.org/10.7759/cureus.35037 |