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A data integration platform for patient-centered e-healthcare and clinical decision support

机译:一个以患者为中心的电子医疗保健和临床决策支持的数据集成平台

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摘要

The proliferation of disconnected information systems accumulating increasing volumes of heterogeneous data is a formidable challenge in the healthcare domain. It is necessary to address this challenge as the entire domain gradually transitions into e-healthcare and patient-centered healthcare delivery models. The lack of data integration at systems level prohibits clinicians from building a comprehensive understanding of the patient condition and further deprives patients of developing a holistic awareness of their medical conditions. In this paper, we propose an open data integration platform for patient, clinical, medical and historical data siloed across multiple health information systems. As an open platform, it can accommodate and integrate further heterogeneous data sources such as data streams generated by wearable IoT devices. As an integration platform, it facilitates the centralization of data assets. This centralization empowers every stakeholder in a patient-centered care setting to actively participate in decision-making. A range of analytics and reporting solutions, such as data warehouse, interactive dashboards, and predictive analytics tools, can be deployed upon this open data integration platform. The proposed platform is currently being adapted and implemented to address patient-centered healthcare and clinical decision support requirements in a sports injury clinic at a not-for-profit private hospital in Melbourne, Australia. Use Case based demonstration of the platform’s suitability for holistic information management, decision support, and predictive analytics justify its role in the advancement of e-healthcare.
机译:断开连接的信息系统的扩散积累了越来越多的异构数据,这在医疗保健领域是一个巨大的挑战。随着整个领域逐渐过渡到电子医疗保健和以患者为中心的医疗保健提供模式,有必要解决这一挑战。在系统级别上缺乏数据集成会阻止临床医生对患者状况建立全面的了解,并进一步剥夺患者对其医疗状况的全面了解。在本文中,我们为跨多个健康信息系统的患者,临床,医学和历史数据提供了一个开放的数据集成平台。作为开放平台,它可以容纳和集成其他异构数据源,例如可穿戴式IoT设备生成的数据流。作为集成平台,它有助于数据资产的集中化。这种集中化使以患者为中心的护理环境中的每个利益相关者都能够积极参与决策。可以在此开放数据集成平台上部署一系列分析和报告解决方案,例如数据仓库,交互式仪表板和预测分析工具。目前正在对拟议的平台进行调整和实施,以解决澳大利亚墨尔本一家非营利性私立医院的运动损伤诊所中以患者为中心的医疗保健和临床决策支持要求。基于用例的对该平台适用于整体信息管理,决策支持和预测分析的演示证明了其在电子医疗保健中的作用。

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