在初级保健中的糖尿病视网膜病变查实践:来自RETINAvalid项目的研究程序和基线特征
Víctor-Miguel López-Lifante1,2,3,4,5, Maria Palau-Antoja1, Noemí Lamonja-Vicente1,6
1Unitat de Suport a la Recerca Metropolitana Nord, Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), 08303 Mataró, Spain.
Healthcare (Basel, Switzerland)
|February 13, 2026
概括
早期发现糖尿病视网膜病变 (DR) 是至关重要的. 这项研究评估了初级保健医生,眼科医生和AI在DR查和转诊方面的协议,旨在改善初级保健机构的早期检测.
科学领域:
- 眼科医生 眼科 眼科
- 主要护理医学 医疗保健
- 人工智能的人工智能
背景情况:
- 糖尿病率的上升需要早期检测糖尿病视网膜病变 (DR),这是视力丧失的主要原因.
- 将DR查整合到初级保健机构中,有望改善患者的治疗结果.
- 技术进步,包括人工智能,有可能提高DR选过程.
研究的目的:
- 评估初级保健医生 (PCP),眼科医生和DR查中的AI系统之间的协议.
- 评估PCP,眼科医生和AI所做的DR转诊决定的一致性.
- 调查在现实世界初级保健环境中实施人工智能辅助DR查的可行性.
主要方法:
- 从301名糖尿病患者的1517个视网膜图的回顾性收集,使用非肌性视网膜摄像头.
- 分析DR查和PCP做出的转诊决定.
- 将PCP决策与眼科医生和基于AI的评估进行比较 (计划在未来进行分析).
主要成果:
- 初级保健医生将34.5%的患者转诊至眼科评估.
- 转诊主要是因为怀疑DR,视网膜疾病或媒体不透明.
- 13.62%的参与者被怀疑患有DR,9.63%接受了确诊.
结论:
- 初步发现强调了PCP在DR查和转诊中的作用.
- 进一步的分析将确定PCP,AI和眼科医生之间的一致性.
- 预计结果将支持将有效的DR查策略纳入临床实践.
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