In Australia, cardiovascular diseases (CVD) are managed in a complex and fragmented healthcare system across multiple providers. A data repository that links data sources, and enables advanced analytics and big data technologies, will generate novel insights, and allow development of translational tools that can improve patient care and outcomes. The Cardiac Analytics and Innovation (CardiacAI) project has established a research-ready electronic medical records data resource to enable collaborative and translational cardiovascular research. The CardiacAI data repository prospectively extracts de-identified electronic medical record (EMR) data from two local health districts (LHD) in New South Wales (NSW), Australia. These data are linked with Australian population health data to ascertain longitudinal hospitalisation and death outcomes. The data are stored within a secure, cloud-based storage and analytics platform. The CardiacAI data repository is a not-for-profit data resource that promotes collaboration and responsible sharing of data. The CardiacAI data repository is a resource for Australian healthcare providers, clinicians and researchers seeking to improve cardiovascular care. The project is expanding to include data from stroke hospitalisations and two additional NSW LHDs, and is actively exploring linkage with ECG signal data, medical imaging data and community-based healthcare. The CardiacAI project has the potential to unlock a wealth of novel insights and translational tools that improve secondary prevention and treatment of CVD.
翻译:在澳大利亚,心血管疾病(CVD)在多个供应商的复杂和分散的医疗保健体系中得到管理。一个链接数据源并启用先进分析和大数据技术的数据仓库将产生新颖洞见,并允许开发可改善患者护理和结果的转化工具。心脏分析及创新(CardiacAI)项目已建立一个研究就绪的电子医疗记录数据资源,以启用协作和转化心血管研究。 CardiacAI数据仓库从新南威尔士州(NSW)澳大利亚的两个地方卫生区(LHD)中前瞻性提取去识别的电子医疗记录(EMR)数据。这些数据与澳大利亚人口健康数据联系起来,以确定纵向住院和死亡结果。数据存储在安全的云存储和分析平台中。 CardiacAI数据仓库是一个非营利性数据资源,促进协作和负责任的数据共享。 CardiacAI数据仓库是澳大利亚医疗保健提供者、临床医生和研究人员寻求改善心血管护理的资源。该项目正在扩展,包括来自中风住院和两个附加的NSW LHDs的数据,并积极探索与ECG信号数据、医学影像数据和基于社区的医疗保健的链接。 CardiacAI项目具有潜力解锁大量改善CVD二级预防和治疗的新颖洞见和转化工具。