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AI and Clinical Practice—AI Monitoring to Reduce Data-Based Disparities

JAMA Medical News

CHAPTER

Solutions for Data Disparities and the Concept of AI Snake Oil

This chapter explores solutions for the problem of asymmetric data availability in AI monitoring, including oversampling certain populations and using synthetic data or algorithms. The concept of 'AI Snake Oil' and the limitations of certain AI technologies are also discussed.

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