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医疗成像中AI的采纳、适应与劳动力可持续性:系统评价与概念框架

AI Adoption, Adaptation, and Workforce Sustainability in Medical Imaging: Systematic Review and Conceptual Framework.
Brough P、Zobair KM、Pool J · JMIR AI · 2026-11-02

研究信息

期刊 / 来源
JMIR AI
发表日期
2026-11-02
文献库
PubMed
作者
Brough P, Zobair KM, Pool J
DOI
10.2196/101944
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英文原文摘要全文

Despite growing recognition that AI-driven systems offer transformative benefits for diagnostic imaging, insufficient evidence exists regarding how medical imaging workforces adapt to AI technology to support workforce sustainability. The aim of this study is to systematically review the existing literature on perceptions and attitudes toward AI adoption in medical imaging, postadoption adaptation behaviors within the workforce, and the implications of these processes for workforce sustainability. Following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guideli

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