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Healthcare Exchange Standards

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Title of Healthcare Exchange Standards: "Healthcare Exchange Standards"

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Consent about AI

There are various use-cases where a Patient might consent or dissent to various uses of AI.

A patient might consent to use of AI for clinical decision supportA patient might deny use of their data for training of AI.A patient might consent to use of their data in de-identified form for training of AI.

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Security Labeling Service - Reference Implementation
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Sustaining the Work That Sustains Trust: Why I’m Seeking Support for Some of My Standards Efforts
For many years, I’ve used this blog to explore the intersection of healthcare, privacy, and interoperability. Much of my professional life has been dedicated to helping the industry build systems that respect patient autonomy, protect sensitive information, and communicate clearly across organizational and technical boundaries. Recently, I launched

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Tracking Patient Data Corrections

When data are corrected, especially when the Patient themselves reported that the data was wrong, there needs to be breadcrumbs left behind. Correction is a form of updating of data, but with the special...


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FHIR Consent backed by XACML enforcement

Imagine a scenario where my organization uses XACML for all of our policy. This is where HR policies are on what HR relevant data can be accessed by whom, etc. This same XACML system would also be used to protect Patient data, including imaging, EHR, and HIE access. Thus, the XACML system is very broad and deep. Thus, it is the one that we want to use to protect everything.


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