Semantic Visualization of Patient Information

S. Zillner, T. Hauer, D. Rogulin, A. Tsymbal, M. Huber, T. Solomonides
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引用次数: 31

Abstract

Clinical practice and research rely increasingly on analytic approaches to patient data. Visualization enables the comparative exploration of similar patients, a key requirement in certain clinical decision support systems. Patient data is complex and heterogeneous, may have different formats, reside in various structures and carry different semantics. This makes the comparison and analysis of clinical data a challenging task. Most medical applications visualize patient data without integrating additional semantic information to structure the analysis. Our objective is to map patient data onto relevant fragments of ontologies and inferred ontological structures as a basis for improved patient data visualization, comparison, and analysis. Two visualization scenarios that we have implemented using the patient data acquired in the Health-e-Child project will be presented and their clinical evaluation will be provided.
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患者信息的语义可视化
临床实践和研究越来越依赖于对患者数据的分析方法。可视化使类似患者的比较探索成为可能,这是某些临床决策支持系统的关键要求。患者数据是复杂和异构的,可能有不同的格式,驻留在不同的结构和承载不同的语义。这使得临床数据的比较和分析成为一项具有挑战性的任务。大多数医疗应用程序对患者数据进行可视化,但没有集成额外的语义信息来构建分析。我们的目标是将患者数据映射到本体论的相关片段和推断的本体论结构上,作为改进患者数据可视化、比较和分析的基础。将介绍我们利用在儿童健康项目中获得的病人数据实施的两个可视化情景,并提供它们的临床评价。
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