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良好管理信息:迈向一个由本体驱动的信息学平台,用于癫痫自我管理研究中心的数据共享和二次利用。

Managing information well: Toward an ontology-driven informatics platform for data sharing and secondary use in epilepsy self-management research centers.

作者信息

Sahoo Satya S, Zhang Guo-Qiang, Bamps Yvan, Fraser Robert, Stoll Shelley, Lhatoo Samden D, Tatsuoka Curtis, Sams Johnny, Welter Elisabeth, Sajatovic Martha

机构信息

Case Western Reserve University, USAEmory University, USAUniversity of Washington, USAUniversity of Michigan, USACase Western Reserve University, USA.

Case Western Reserve University, USA.

出版信息

Health Informatics J. 2016 Sep;22(3):548-61. doi: 10.1177/1460458215572924. Epub 2015 Mar 13.

Abstract

Epilepsy is a chronic neurological condition that requires active self-management to reduce personal and population burden. The Managing Epilepsy Well Network, funded by the US Centers for Disease Control and Prevention, conducts research on epilepsy self-management. There is an urgent need to develop an integrated informatics platform to maximize the secondary use of existing Managing Epilepsy Well Network data. We have implemented multiple steps to develop an informatics platform, including: (a) a survey of existing outcome data, (b) identification of common data elements, and (c) an integrated database using an epilepsy domain ontology to reconcile data heterogeneity. The informatics platform enables assessment of epilepsy self-management samples by site and in aggregate to support data interpretations for clinical care and ongoing epilepsy self-management research. The Managing Epilepsy Well informatics platform is expected to help advance epilepsy self-management, improve health outcomes, and has potential application in other thematic research networks.

摘要

癫痫是一种慢性神经系统疾病,需要积极的自我管理以减轻个人和人群负担。由美国疾病控制与预防中心资助的癫痫良好管理网络开展癫痫自我管理方面的研究。迫切需要开发一个综合信息学平台,以最大限度地二次利用癫痫良好管理网络的现有数据。我们已采取多个步骤来开发一个信息学平台,包括:(a) 对现有结果数据进行调查,(b) 识别通用数据元素,以及 (c) 使用癫痫领域本体的综合数据库来协调数据异质性。该信息学平台能够按地点和总体情况评估癫痫自我管理样本,以支持临床护理和正在进行的癫痫自我管理研究的数据解读。癫痫良好管理信息学平台有望推动癫痫自我管理、改善健康结果,并在其他主题研究网络中具有潜在应用价值。

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