کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
515978 1449094 2016 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Insight: An ontology-based integrated database and analysis platform for epilepsy self-management research
ترجمه فارسی عنوان
بینش: یک پایگاه داده و تجزیه و تحلیل یکپارچه پلت فرم مبتنی بر آنتولوژی برای تحقیق خودمدیریتی صرع
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
چکیده انگلیسی


• Insight is an ontology-driven data integration and analysis platform.
• Provenance-aware cohort query identification for cross-study data analysis.
• Interactive user interface with features for data exploration and visualization.
• Managing Epilepsy Well (MEW) Network consists of 8 collaborating centers across the US.
• The analysis of the integrated data set provides new insights to researchers.

We present Insight as an integrated database and analysis platform for epilepsy self-management research as part of the national Managing Epilepsy Well Network. Insight is the only available informatics platform for accessing and analyzing integrated data from multiple epilepsy self-management research studies with several new data management features and user-friendly functionalities. The features of Insight include, (1) use of Common Data Elements defined by members of the research community and an epilepsy domain ontology for data integration and querying, (2) visualization tools to support real time exploration of data distribution across research studies, and (3) an interactive visual query interface for provenance-enabled research cohort identification. The Insight platform contains data from five completed epilepsy self-management research studies covering various categories of data, including depression, quality of life, seizure frequency, and socioeconomic information. The data represents over 400 participants with 7552 data points. The Insight data exploration and cohort identification query interface has been developed using Ruby on Rails Web technology and open source Web Ontology Language Application Programming Interface to support ontology-based reasoning. We have developed an efficient ontology management module that automatically updates the ontology mappings each time a new version of the Epilepsy and Seizure Ontology is released. The Insight platform features a Role-based Access Control module to authenticate and effectively manage user access to different research studies. User access to Insight is managed by the Managing Epilepsy Well Network database steering committee consisting of representatives of all current collaborating centers of the Managing Epilepsy Well Network. New research studies are being continuously added to the Insight database and the size as well as the unique coverage of the dataset allows investigators to conduct aggregate data analysis that will inform the next generation of epilepsy self-management studies.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Medical Informatics - Volume 94, October 2016, Pages 21–30
نویسندگان
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