کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
504925 864452 2015 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Mobilizing clinical decision support to facilitate knowledge translation: A case study in China
ترجمه فارسی عنوان
بسیج پشتیبانی تصمیم گیری بالینی برای تسهیل ترجمه دانش: مطالعه موردی در چین
کلمات کلیدی
ترجمه دانش؛ پشتیبانی تصمیم گیری بالینی؛ بازنمایی دانش؛ کسب دانش؛ موتور استنتاج؛ بازیابی دانش متعلق به متن؛ پردازش زبان طبیعی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
چکیده انگلیسی


• A pilot effort in China to build a computer aided knowledge translation platform.
• A technical infrastructure for evidence based clinical decision support.
• An ontology that incorporates, coordinates and synergizes various knowledge types.
• Integrate and manage hardcoded knowledge by an application store service.

BackgroundA wide gulf remains between knowledge and clinical practice. Clinical decision support has been demonstrated to be an effective knowledge tool that healthcare organizations can employ to deliver the “right knowledge to the right people in the right form at the right time”. How to adopt various clinical decision support (CDS) systems efficiently to facilitate evidence-based practice is one challenge faced by knowledge translation research.MethodA computer-aided knowledge translation method that mobilizes evidence-based decision supports is proposed. The foundation of the method is a knowledge representation model that is able to cover, coordinate and synergize various types of medical knowledge to achieve centralized and effective knowledge management. Next, web-based knowledge-authoring and natural language processing based knowledge acquisition tools are designed to accelerate the transformation of the latest clinical evidence into computerized knowledge content. Finally, a batch of fundamental services, such as data acquisition and inference engine, are designed to actuate the acquired knowledge content. These services can be used as building blocks for various evidence-based decision support applications.ResultsBased on the above method, a computer-aided knowledge translation platform was constructed as a CDS infrastructure. Based on this platform, typical CDS applications were developed. A case study of drug use check demonstrates that the CDS intervention delivered by the platform has produced observable behavior changes (89.7% of alerted medical orders were revised by physicians).DiscussionComputer-aided knowledge translation via a CDS infrastructure can be effective in facilitating knowledge translation in clinical settings.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers in Biology and Medicine - Volume 60, 1 May 2015, Pages 40–50
نویسندگان
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