EpistAid:循证医疗中文档过滤的交互界面
EpistAid: Interactive Interface for Document Filtering in Evidence-based Health Care
摘要:
循证医疗是一种重要的医学实践,它试图提供系统的科学证据来回答临床问题。在这种情况下,Epistemonikos(www.epistemonikos.org)是该领域最早也是最重要的在线系统之一,提供了一个界面,支持用户搜索和过滤科学文章,以实践EBHC。如今,该系统需要大量的专家人力,其中近500名医生手动整理要在平台中使用的文章。为了扩大大量和连续的数据,以保持系统更新,我们引入了EpistAid,这是一个交互式智能界面,支持临床医生在称为证据矩阵的论文列表中为Epistemonikos策划文档的过程。我们介绍了我们的解决方案的特点,设计和算法,以及原型实现和案例研究,以展示我们的解决方案如何解决这一领域的信息过载问题。
英文摘要:
Evidence-based health care (EBHC) is an important practice of medicine which attempts to provide systematic scientific evidence to answer clinical questions. In this context, Epistemonikos (www.epistemonikos.org) is one of the first and most important online systems in the field, providing an interface that supports users on searching and filtering scientific articles for practicing EBHC. The system nowadays requires a large amount of expert human effort, where close to 500 physicians manually curate articles to be utilized in the platform. In order to scale up the large and continuous amount of data to keep the system updated, we introduce EpistAid, an interactive intelligent interface which supports clinicians in the process of curating documents for Epistemonikos within lists of papers called evidence matrices. We introduce the characteristics, design and algorithms of our solution, as well as a prototype implementation and a case study to show how our solution addresses the information overload problem in this area.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。