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首页> 外文期刊>International Journal of Business Intelligence and Data Mining >Health data warehouses: reviewing advanced solutions for medical knowledge discovery
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Health data warehouses: reviewing advanced solutions for medical knowledge discovery

机译：健康数据仓库：审查医学知识发现的高级解决方案

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摘要

The implementation of a data warehouse and a decision support system by utilising the capabilities of information retrieval and knowledge discovery tools in the healthcare fields has allowed for the enhancement in the offered healthcare. In this work, we present a review of recent data warehouses and decision support systems in the healthcare domain with their significance, and applications of evidence-based medicine, electronic health records, and nursing. Given the growing trend on their implementation in healthcare services, researches, and education, we present here the most recent publications that employ these tools to produce suitable decisions for patients or health providers. For all the reviewed publications, we have intensively explored their problems, suggested solutions, utilised methods, and their findings. We have also highlighted the strength of the existing approaches and identified potential drawbacks including data correctness, completeness, consistency, and integration to provide proper medical decision-making.
机译：通过利用医疗领域的信息检索和知识发现工具的功能来实现数据仓库和决策支持系统，允许提供的医疗保健中的增强。在这项工作中，我们在医疗领域的近期数据仓库和决策支持系统审查了他们的意义，以及循证医学，电子健康记录和护理的应用。鉴于他们在医疗保健服务，研究和教育方面的实施日益增长的趋势，我们在这里介绍了雇用这些工具的最新出版物，为患者或卫生提供者提供适当的决策。对于所有已审核的出版物，我们深入探索了他们的问题，建议的解决方案，利用方法及其研究结果。我们还强调了现有方法的实力，并确定了潜在的缺点，包括数据正确，完整性，一致性和融合，以提供适当的医疗决策。

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