Source link : https://health365.info/radiologists-percentage-tricks-to-save-you-ai-bias/
Diagrams of (A) bias and (B) analysis of bias. (A) Algorithmic bias, or synthetic intelligence (AI) bias, in radiology has been demonstrated for more than one use circumstances. (B) The analysis of AI bias in radiology has a number of possible pitfalls associated with datasets, demographic definitions, and statistical opinions. The neural community graphics created via Loxaxs from Wikimedia Commons have been changed below Inventive Commons license (CC0 1.0). Credit score: Radiological Society of North The usa (RSNA)
Radiologists, laptop scientists and informaticists define pitfalls and best possible practices to mitigate bias in synthetic intelligence (AI) fashions in an editorial revealed nowadays in Radiology.
“AI has the potential to revolutionize radiology by improving diagnostic accuracy and access to care,” mentioned lead creator Paul H. Yi, M.D., affiliate member (affiliate professor) within the Division of Radiology and director of Clever Imaging Informatics at St. Jude Kids’s Analysis Medical institution in Memphis, Tennessee. “However, AI algorithms can sometimes exhibit biases, unintentionally disadvantaging certain groups based on age, sex or race.”
Whilst there may be rising consciousness of this factor, there are demanding situations related to the analysis and size of algorithmic bias.
Within the article, Dr. Yi and co-workers establish key spaces the place pitfalls happen, in addition to best possible practices and…
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Publish date : 2025-05-20 14:55:00
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