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Microsoft and Providence, a Renton, Wash., hospital system with data for about 20 million patient visits a year, are developing cancer algorithms by using doctor’s notes in patient medical records. The notes haven’t been stripped of personally identifiable information, according to Providence.
And an agreement between IBM and Brigham and Women’s Hospital, in Boston, to jointly develop artificial intelligence allows the hospital to share personally identifiable data for specific requests, people involved in the agreement said—though so far the hospital hasn’t done so and has no current plans to do so, according to hospital and IBM officials.
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Imagine if the IRS published that sort of information about taxpayers. No name, no SSN, but lots of detail about income sources, taxes paid, etc. Certainly you'd be able to identify the records of Bill Gates or Jeff Bezos without their names. This is why the IRS doesn't provide, even aggregated, tax information about the very top tax payers.
Likewise, it's not sufficient to strip names from medical records to preserve privacy.