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AI governance ensures responsible use of AI through rules, processes, and technological tools. Implementing AI governance in healthcare delivery organizations (HDOs) requires understanding necessary capabilities and assessing readiness. This study introduces the scalable People, Process, Technology, and Operations (PPTO) framework—adapted from the People, Process, Technology (PPT) model—to guide governance across key domains. The PPTO framework offers a systematic roadmap for safe, effective, and equitable AI adoption in HDOs.
AI governance in healthcare is not just about technology—it requires strong alignment between people, processes, and operations to ensure safe and effective implementation.
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The integration of generative AI (GenAI) and large language models (LLMs) in healthcare presents both unprecedented opportunities and challenges, necessitating innovative regulatory approaches. In …
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