人工智能辅助便携式裂隙灯对农村初级眼科医疗服务的影响评估

IF 1.7 4区 医学 Q3 OPHTHALMOLOGY
Sile Yu, Chunhong Yan, Guanghao Qin, Emmanuel Eric Pazo, Xiangdong He, Peng Qi, Mingze Li, Dongming Han, Wei He, Xingru He
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引用次数: 0

摘要

目的:探讨人工智能辅助便携式裂隙灯(iSpector)和眼科基础培训对农村地区白内障发现、转诊和手术率的影响。方法:随机对照试验将63名村医随机分为人工智能辅助组(提供督导和培训)和对照组(提供培训)。医生在干预前随访1年作为基线,干预后随访1年进行比较。采用多变量泊松回归比较两组白内障检出率、转诊率和手术率的差异,并根据主治医生的基线特征进行调整。我们进一步进行亚组分析以估计干预后的变化。结果:人工智能辅助组白内障的检出率、转诊率和手术率与对照组比较,分别高出1.7倍和4.9倍。提供视察员和培训提高了白内障的发现、转诊和手术率。然而,仅仅基于培训来提高白内障的检出率并没有改变转诊和手术率。结论:iSpector帮助村医正确发现和转诊白内障患者,从而提高患者接受白内障手术的概率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessing the Impact of AI-Assisted Portable Slit Lamps on Rural Primary Ophthalmic Medical Service.

Purpose: To investigate the effect of an AI-assisted portable slit lamp (iSpector) and basic ophthalmology training on cataract detection, referral, and surgery rate in rural areas.

Methods: This randomized control trial randomly assigned 63 village doctors to either the AI-assisted group (providing iSpector and training) or the control group (providing training). Doctors were followed for 1 year before intervention as a baseline and 1 year after to make the comparison. Multivariable Poisson regression was applied to compare the difference in cataract detection, referral, and surgery rate between the two groups, adjusted for primary doctors' baseline characteristics. We further conducted subgroup analysis to estimate the change after the intervention.

Results: Compared to the control group, the detection, referral, and surgery rate of cataracts among the AI-assisted group was comparable, 1.7 times higher, and 4.9 times higher, respectively. Providing iSpector and training increased the detection, referral, and surgery rate of cataracts. However, only based on training to elevate the detection rate of cataracts did not change the referral and surgery rate.

Conclusions: iSpector helps village doctors detect and refer cataract patients appropriately, thus increasing the probability that patients receive cataract surgery.

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来源期刊
Current Eye Research
Current Eye Research 医学-眼科学
CiteScore
4.60
自引率
0.00%
发文量
163
审稿时长
12 months
期刊介绍: The principal aim of Current Eye Research is to provide rapid publication of full papers, short communications and mini-reviews, all high quality. Current Eye Research publishes articles encompassing all the areas of eye research. Subject areas include the following: clinical research, anatomy, physiology, biophysics, biochemistry, pharmacology, developmental biology, microbiology and immunology.
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