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计划人工智能糖尿病视网膜病变查计划:以人为中心的设计方法

Angelica C Scanzera¹, Cameron Beversluis², Archit V Potharazu²

¹Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, University of Illinois Chicago, Chicago, IL, United States.

Frontiers in medicine

|July 24, 2023

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在初级保健中对糖尿病视网膜病变 (DR) 查实施人工智能 (AI) 可以预防视力丧失. 本研究概述了一个以人为中心的设计策略,将AI整合到临床实践中,克服采用障碍.

科学领域:

眼科医生眼科眼科
公共卫生公共卫生
医疗信息学医疗信息学

背景情况:

糖尿病视网膜病变 (DR) 是全球视力损失的主要原因.
早期发现和治疗DR对于预防严重视力障碍至关重要.
尽管已被证明有效,但用于DR查的人工智能 (AI) 临床采用速度缓慢.

研究的目的:

提出将基于AI的DR查整合到初级保健机构的战略.
详细介绍人工智能在医疗保健中的实施以人为中心的设计方法.
分享社区实例研究中关于在DR护理中采用AI的发现.

主要方法:

调整了英国设计委员会的双钻模型,用于提供护理的策略.
利用以人为中心的设计原则来解决实施障碍和促进者的问题.
让关键利益相关者参与开发协议,教育材料和工作流程.

主要成果:

制定了一项全面的战略,将基于AI的DR查整合到初级保健中.
确定了人工智能采用的特定背景障碍和促进者.
创建实用资源,包括协议,教育文件和工作流程.

关键词:

人工智能的人工智能是人工智能.糖尿病视网膜病变糖尿病视网膜病变以人为中心的设计实施实施实施实施实施.查检查查检查查检查查检查

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结论:

以人为中心的设计方法可以促进AI查糖尿病视网膜病变的整合到初级保健中.
通过利益相关者的投入解决实施障碍是成功采用人工智能的关键.
该战略为改善DR护理提供和预防视力丧失提供了一个框架.