AI models that predict disease are not as accurate as reports might suggest

Re:AI models that predict disease are not as accurate as rep... by dirheist on Friday October 21, 2022 @03:59PM (#33292412)

There should be a standardization committee tasked with standardizing the collection of anonymized, semi-synthetic medical data from hospitals/hospital networks. It seems like so much research is just locked up in the IMS systems the hospitals use for their patients and that never see the light of day.

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Re:AI models that predict disease are not as accurate as rep... by dekhn on Friday October 21, 2022 @05:08PM (#33293062)

You cannot imagine just how deep the medical data rabbit hole goes.

Already plenty of institutions have semi-standardized their collect and do multi-hospital (typically research hospitals) aggregation. Whether this data is any good as training data for supervised or unsupervised algorithms is really questionable.

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Re:AI models that predict disease are not as accurate as rep... by potatoman22 on Friday October 21, 2022 @09:54PM (#33294952)

I read about this researcher using GANs to create synthetic patient data, cool stuff. She had a problem she couldn't solve though: how do you validate that your synthetic patients look real?

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