Technology

Data Provenance

Definition

Documentation of the origin and history of the data used to train an AI model.

Compliance Relevance

Regulators may demand this to assess bias and copyright/consent compliance.

Why It Matters

Ensure your vendor didn't train their model on illegally obtained patient data. Ask for their 'Data Governance' statement.

Related Terms

Algorithmic Bias

Systematic and repeatable errors in a computer system that create unfair outcomes, such as privileging one arbitrary group of users over others.

Artificial Intelligence (AI)

Any computational system that performs tasks indicative of human intelligence, broadly defined in legislation to distinguish valid tools from misleading automation.

Clinical Decision Support (CDS)

Health IT tools providing clinical knowledge and patient-related information to enhance health care.

Is your Data Provenance compliant?

California's new regulations are strict. Use our automated checker to see if you meet the requirements for Data Provenance and other critical standards.

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