Issued2023-05-01

ANSI/CTA-2107-A – The Use of Artificial Intelligence in Health Care: Managing, Characterizing, and Safeguarding Data

StandardVoluntary

Summary

Establishes recommended practices for managing, characterizing, documenting, and safeguarding data used to develop healthcare AI applications.

Healthcare Implications

Provides a healthcare-specific data-governance reference for AI training, validation, vendor evaluation, privacy controls, data quality, and assessment of whether datasets are fit for intended clinical use.

Impact Level

Medium

Keywords

Privacy & Data; Transparency & Governance; Safety & Risk; Clinical Quality & Efficacy; Equity & Bias

Stakeholders

Providers & Health Systems; Patients & Public; Developers & Vendors; Regulators & Government