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How good or bad is healthcare data?—with Mika Newton

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Manage episode 478602185 series 3546701
Content provided by xCures. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by xCures or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

AI is only as good as the data behind it, and in healthcare, that data is often messy, outdated, and biased. As systems create digital versions of patients, known as twins, the risks increase when data deteriorates or is used without informed consent. Understanding how data breaks down over time, how it's mislabeled or misused, and why clean, well-governed data matters is essential to creating safer, smarter tools that actually work for people, not against them.

  continue reading

101 episodes

Artwork
iconShare
 
Manage episode 478602185 series 3546701
Content provided by xCures. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by xCures or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

AI is only as good as the data behind it, and in healthcare, that data is often messy, outdated, and biased. As systems create digital versions of patients, known as twins, the risks increase when data deteriorates or is used without informed consent. Understanding how data breaks down over time, how it's mislabeled or misused, and why clean, well-governed data matters is essential to creating safer, smarter tools that actually work for people, not against them.

  continue reading

101 episodes

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