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AI Diagnostic Bias: Navigating FDA and Global Regulations to Avoid Market Withdrawal
This episode explores the growing regulatory pressure on medical device manufacturers to mitigate algorithmic bias in AI-powered diagnostics. We discuss why "black box" algorithms are facing scrutiny, what bodies like the FDA are now requiring as evidence of equitable performance, and the significant risks of failing to address bias, including market withdrawal. - What is "algorithmic bias" in the context of AI medical devices? - Why are regulators demanding transparency in AI models? - What specific evidence must manufacturers provide to prove their AI performs equitably across diverse…
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