Outpatient Facility Coding Alert - 2024 Issue 4
Artificial Intelligence: Discover How CMS Is Harnessing AI
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Article Overview
This article covers how the Centers for Medicare & Medicaid Services is exploring AI and machine learning, including internal development efforts, a playbook for responsible AI, and broader guidance for evaluating generative AI tools in healthcare. It is relevant to healthcare organizations, Medicare and Medicaid stakeholders, and professionals assessing emerging technology governance, privacy, and risk considerations. The article focuses on CMS initiatives, enterprise AI principles, and practical concerns around responsible use of LLM and generative AI systems.
Why This Topic Matters
AI is increasingly being introduced into healthcare operations, and this article helps readers understand the CMS perspective on governance, development, and evaluation of these tools. It matters for organizations that need to align innovation with safety, privacy, accountability, and trustworthy use of emerging technology.
Article Sections
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Establish AI Design Standards
This section describes CMS efforts to encourage internal AI development, build a learning community, and publish guidance materials for responsible AI work. It also references the agency’s ongoing playbook updates and related collaboration efforts.
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Analyze AI Development Guidance
This section summarizes broad enterprise-level considerations for evaluating AI tools in healthcare. It highlights general areas of responsible AI guidance from CMS, HHS, and other organizations.
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Examine LLM and Generative AI Tool Use in Healthcare
This section discusses how large language models and generative AI may be used in healthcare settings and the broader risks and safeguards that organizations should consider. It also addresses public-facing uses and the need for careful vetting.
What You Will Learn
- How CMS is approaching AI and machine learning internally
- What kinds of responsible AI guidance are being referenced in healthcare
- Why healthcare organizations should evaluate generative AI and LLM tools carefully
- How CMS is framing emerging technology governance and risk considerations
Who Should Read This
- Healthcare providers
- Healthcare organizations
- Medicare stakeholders
- Medicaid stakeholders
- Health information management professionals
- Compliance and technology leaders
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