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Ethical debates amidst flawed healthcare artificial intelligence metrics. | LitMetric

Ethical debates amidst flawed healthcare artificial intelligence metrics.

NPJ Digit Med

The Law School, Faculty of Humanities, Arts, and Social Sciences, University of Exeter, Exeter, UK.

Published: September 2024

Healthcare AI faces an ethical dilemma between selective and equitable deployment, exacerbated by flawed performance metrics. These metrics inadequately capture real-world complexities and biases, leading to premature assertions of effectiveness. Improved evaluation practices, including continuous monitoring and silent evaluation periods, are crucial. To address these fundamental shortcomings, a paradigm shift in AI assessment is needed, prioritizing actual patient outcomes over conventional benchmarking.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11390731PMC
http://dx.doi.org/10.1038/s41746-024-01242-1DOI Listing

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