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Usability Evaluation of NLP-PIER: A Clinical Document Search Engine for Researchers

机译:NLP码头的可用性评估:研究人员的临床文献搜索引擎

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NLP-PIER (Natural Language Processing -Patient Information Extraction for Research) is a self-service platform with a search engine for clinical researchers to perform natural language processing (NLP) queries using clinical notes. We conducted user-centered testing of NLP-PIER's usability to inform future design decisions. Quantitative and qualitative data were analyzed. Our findings will be used to improve the usability of NLP-PIER. NLP-PIER was created to provide an accessible solution through a search interface to clinical researchers interested in or requiring access to clinical NLP capabilities of clinical documents [1]. The system has two interfaces: a full text search interface and a custom interface for searching Unified Medical Language System (UMLS) concepts [2]. We were interested in understanding potential design opportunities and user acceptance of NLP-PIER and to more broadly understand the needs of clinical researchers when using a self-service NLP tool.
机译:NLP码头(用于研究的自然语言处理 - 申请信息提取)是一个自助服务平台,用于临床研究人员的搜索引擎,用于使用临床笔记进行自然语言处理(NLP)查询。我们对NLP码头的可用性进行了用户中心测试,以告知未来的设计决策。分析了定量和定性数据。我们的调查结果将用于提高NLP码头的可用性。创建了NLP码头,以通过对临床研究员的搜索界面提供可访问的解决方案,该研究人员感兴趣或需要访问临床文档的临床NLP能力[1]。该系统有两个接口:全文搜索界面和用于搜索统一医疗语言系统(UMLS)概念的自定义界面[2]。我们有兴趣了解潜在的设计机会和用户接受NLP码头,并在使用自助服务NLP工具时更广泛地了解临床研究人员的需求。

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