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AI · Jmir.org

Governing Patient-Facing AI-Generated Video in Digital Health: A Risk-and-Ethics Matrix for Deployment, Monitoring, and Change Control

By Tweetations MetricsJune 1, 2026 · 1 min read

In this Viewpoint, we argue that patient-facing high-fidelity artificial intelligence (AI)–generated video requires governance that is operational, life cycle based, and embedded in existing institutional review pathways rather than limited to predeployment c…

Introduction High-fidelity artificial intelligence (AI)–generated video—from text-to-video patient explainers to deepfake-style clinician avatars—is entering digital health via patient portals, tele…

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