Hagedorn Thomas J, Grosse Ian R, Krishnamurty Sundar
Department of Mechanical and Industrial Engineering, University of Massachusetts at Amherst, 160 Governors Drive, Amherst, MA, USA.
J Biomed Inform. 2015 Jun;55:218-30. doi: 10.1016/j.jbi.2015.04.010. Epub 2015 May 6.
Medical device design is a challenging process, often requiring collaboration between medical and engineering domain experts. This collaboration can be best institutionalized through systematic knowledge transfer between the two domains coupled with effective knowledge management throughout the design innovation process. Toward this goal, we present the development of a semantic framework for medical device design that unifies a large medical ontology with detailed engineering functional models along with the repository of design innovation information contained in the US Patent Database. As part of our development, existing medical, engineering, and patent document ontologies were modified and interlinked to create a comprehensive medical device innovation and design tool with appropriate properties and semantic relations to facilitate knowledge capture, enrich existing knowledge, and enable effective knowledge reuse for different scenarios. The result is a Concept Ideation Framework for Medical Device Design (CIFMeDD). Key features of the resulting framework include function-based searching and automated inter-domain reasoning to uniquely enable identification of functionally similar procedures, tools, and inventions from multiple domains based on simple semantic searches. The significance and usefulness of the resulting framework for aiding in conceptual design and innovation in the medical realm are explored via two case studies examining medical device design problems.
医疗设备设计是一个具有挑战性的过程,通常需要医学和工程领域专家之间的协作。这种协作可以通过两个领域之间的系统知识转移以及在整个设计创新过程中进行有效的知识管理来最好地实现制度化。为了实现这一目标,我们展示了一种用于医疗设备设计的语义框架的开发,该框架将大型医学本体与详细的工程功能模型以及美国专利数据库中包含的设计创新信息存储库统一起来。作为我们开发工作的一部分,对现有的医学、工程和专利文档本体进行了修改并相互链接,以创建一个全面的医疗设备创新和设计工具,该工具具有适当的属性和语义关系,便于知识捕获、丰富现有知识,并能够在不同场景中有效地重用知识。结果是一个医疗设备设计概念构思框架(CIFMeDD)。所得框架的关键特性包括基于功能的搜索和自动跨领域推理,从而能够基于简单的语义搜索,从多个领域中唯一地识别功能相似的程序、工具和发明。通过两个研究医疗设备设计问题的案例研究,探讨了所得框架对辅助医疗领域概念设计和创新的意义和实用性。