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Review Open access Sep 2026

Analyzing and redesigning deployment pathways for internally developed artificial intelligence tools in clinical education and health research

Artificial intelligence (AI) tools for clinical education and health research are increasingly easy to imagine and prototype, but deploying internally developed tools into legitimate institutional use remains difficult. We conducted a retrospective comparative case study of four AI tools supported by the Nursing AI Stu...

Bo Xie, Ruo-Ke Zhang · 0 citations
Review Open access Feb 2026

When end users can build: AI-assisted application development and the new accountability gap in digital health

Generative artificial intelligence (AI) is dramatically changing the division of labor in digital health innovation. Until recently, a frontline health professional, educator or researcher who identified a workflow problem typically needed a software developer to translate that problem into a functioning application. D...

Bo Xie · 1 citation

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