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Rationale and design of the GOLDEN BRIDGE II: a cluster-randomised multifaceted intervention trial of an artificial intelligence-based cerebrovascular disease clinical decision support system to improve stroke outcomes and care quality in China

干预(咨询) 医学 桥(图论) 冲程(发动机) 疾病 物理疗法 星团(航天器) 整群随机对照试验 物理医学与康复 随机对照试验 临床试验 重症监护医学 护理部 计算机科学 工程类 外科 内科学 机械工程 程序设计语言
作者
Zixiao Li,Xin-Miao Zhang,Lingling Ding,Jing Jing,Hongqiu Gu,Yong Jiang,Xia Meng,Chunying Du,Li Wang,Meng Wang,Man Xu,Yanxu Zhang,Meera Hu,Hao Li,Xiping Gong,Kehui Dong,Xingquan Zhao,Yilong Wang,Liping Liu,Ying Xian,Eric D. Peterson,Gregg C. Fonarow,Lee H. Schwamm,Yongjun Wang
出处
期刊:Stroke and vascular neurology [BMJ]
卷期号:: svn-002411 被引量:2
标识
DOI:10.1136/svn-2023-002411
摘要

Background Given the swift advancements in artificial intelligence (AI), the utilisation of AI-based clinical decision support systems (AI-CDSSs) has become increasingly prevalent in the medical domain, particularly in the management of cerebrovascular disease. Aims To describe the design, rationale and methods of a cluster-randomised multifaceted intervention trial aimed at investigating the effect of cerebrovascular disease AI-CDSS on the clinical outcomes of patients who had a stroke and on stroke care quality. Design The GOLDEN BRIDGE II trial is a multicentre, open-label, cluster-randomised multifaceted intervention study. A total of 80 hospitals in China were randomly assigned to the AI-CDSS intervention group or the control group. For eligible participants with acute ischaemic stroke in the AI-CDSS intervention group, cerebrovascular disease AI-CDSS will provide AI-assisted imaging analysis, auxiliary stroke aetiology and pathogenesis analysis, and guideline-based treatment recommendations. In the control group, patients will receive the usual care. The primary outcome is the occurrence of new vascular events (composite of ischaemic stroke, haemorrhagic stroke, myocardial infarction or vascular death) at 3 months after stroke onset. The sample size was estimated to be 21 689 with a 26% relative reduction in the incidence of new composite vascular events at 3 months by using multiple quality-improving interventions provided by AI-CDSS. All analyses will be performed according to the intention-to-treat principle and accounted for clustering using generalised estimating equations. Conclusions Once the effectiveness is verified, the cerebrovascular disease AI-CDSS could improve stroke care and outcomes in China. Trial registration number NCT04524624 .
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