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Author

Robin Williams

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Review Open access Sep 2026

Beyond productivity: a NASSS-informed review of implementation risks and research priorities for ambient AI scribes in healthcare

Ambient artificial intelligence scribes (ambient scribes) are increasingly used across healthcare systems to support clinical documentation. Implementation strategies and associated research have been mainly concerned with the ability to accurately and efficiently produce clinical notes. Some concerns have been raised,...

L. Seuren, Robin Williams, K. Cresswell · 2 citations
Open access Sep 2026

International qualitative case studies of system-level approaches to promote the development, adoption, and implementation of artificial intelligence in healthcare.

OBJECTIVES Artificial intelligence (AI) is increasingly being deployed in health-care settings, yet health systems remain at an early stage in developing approaches to scale effective applications. Much of current activity is characterized by early-stage use cases and pilot projects. In this study, we explored how diff...

Kathrin M. Cresswell, H. Mozaffar, Stuart Anderson et al. · 0 citations

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