Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367173631> ?p ?o ?g. }
- W4367173631 endingPage "171" @default.
- W4367173631 startingPage "153" @default.
- W4367173631 abstract "Artificial intelligence (AI) and other data-driven technologies hold great promise to transform healthcare and confer the predictive power essential to precision medicine. However, the existing biomedical data, which are a vital resource and foundation for developing medical AI models, do not reflect the diversity of the human population. The low representation in biomedical data has become a significant health risk for non-European populations, and the growing application of AI opens a new pathway for this health risk to manifest and amplify. Here we review the current status of biomedical data inequality and present a conceptual framework for understanding its impacts on machine learning. We also discuss the recent advances in algorithmic interventions for mitigating health disparities arising from biomedical data inequality. Finally, we briefly discuss the newly identified disparity in data quality among ethnic groups and its potential impacts on machine learning." @default.
- W4367173631 created "2023-04-28" @default.
- W4367173631 creator A5027995560 @default.
- W4367173631 creator A5032560582 @default.
- W4367173631 creator A5034487741 @default.
- W4367173631 date "2023-08-10" @default.
- W4367173631 modified "2023-10-17" @default.
- W4367173631 title "Addressing the Challenge of Biomedical Data Inequality: An Artificial Intelligence Perspective" @default.
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