TRV-2026-1944Certified recordPeer-reviewed

Determinants of Artificial Intelligence Adoption in Aesthetic Practice: A Cross-Sectional Study

Background The integration of artificial intelligence (AI) into plastic and aesthetic surgery is advancing rapidly, with applications in preoperative image analysis, outcome simulation, and complication prediction. However, the adoption of AI-based systems in clinical practice remains limited, and the psychological and structural determinants of adoption among plastic surgery physicians are not fully understood. This study examines the cognitive, emotional, and structural factors influencing AI adoption intentio…

Health · Problem Space — documented harm · certified 2026-10-19 · v1 · article view · machine-readable

Current reading — problem

Among surveyed plastic and aesthetic surgery physicians, AI anxiety and perceived structural barriers reduce intention to adopt AI tools, which helps explain why clinical use remains limited.

What this doesn’t fix

The evidence comes from a cross-sectional survey of only 102 physicians and measures adoption intentions rather than observed AI use, so it cannot establish causation or long-term behaviour.

Evidence

Reader signal

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Truvace Impact Record TRV-2026-1944, v1: “Determinants of Artificial Intelligence Adoption in Aesthetic Practice: A Cross-Sectional Study.” Truvace, 2026-10-19. /record/TRV-2026-1944 (accessed at citation time). sha256 16620a553e0e8b8f…

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