SemLink -动态生成超链接,以提高出院摘要的患者可读性

Mehnaz Adnan, J. Warren, Martin Orr
{"title":"SemLink -动态生成超链接,以提高出院摘要的患者可读性","authors":"Mehnaz Adnan, J. Warren, Martin Orr","doi":"10.1109/CBMS.2013.6627761","DOIUrl":null,"url":null,"abstract":"Discharge Summaries contains vocabulary that is difficult to understand for consumers. We used semantic annotation in SemLink to dynamically generate synonyms and hyperlinks to appropriate Internet resources for difficult terms in discharge summary text to make the text more comprehensible to consumers. This paper describes our semantic annotation approach and evaluates our automatic hyperlink generation algorithm in terms of success in locating web pages to hyperlink for difficult terms in the Clinical Management sections of a corpus of 200 discharge summary texts. The system achieved 95% success in hyperlinking topically relevant web resources to the difficult terms; 83% of the hyperlinks could be restricted to resources of reading grade-level 8 or less with no reduction in relevance. In the context of discharge summaries we find automated hyperlinking to provide a good level of performance in leveraging openly available resources to aid consumer interpretation of difficult terms.","PeriodicalId":20519,"journal":{"name":"Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2013-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"SemLink — Dynamic generation of hyperlinks to enhance patient readability of discharge summaries\",\"authors\":\"Mehnaz Adnan, J. Warren, Martin Orr\",\"doi\":\"10.1109/CBMS.2013.6627761\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Discharge Summaries contains vocabulary that is difficult to understand for consumers. We used semantic annotation in SemLink to dynamically generate synonyms and hyperlinks to appropriate Internet resources for difficult terms in discharge summary text to make the text more comprehensible to consumers. This paper describes our semantic annotation approach and evaluates our automatic hyperlink generation algorithm in terms of success in locating web pages to hyperlink for difficult terms in the Clinical Management sections of a corpus of 200 discharge summary texts. The system achieved 95% success in hyperlinking topically relevant web resources to the difficult terms; 83% of the hyperlinks could be restricted to resources of reading grade-level 8 or less with no reduction in relevance. In the context of discharge summaries we find automated hyperlinking to provide a good level of performance in leveraging openly available resources to aid consumer interpretation of difficult terms.\",\"PeriodicalId\":20519,\"journal\":{\"name\":\"Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-06-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CBMS.2013.6627761\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CBMS.2013.6627761","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

摘要

放电摘要包含消费者难以理解的词汇。我们在SemLink中使用语义注释,对放电摘要文本中的困难术语动态生成同义词和指向适当Internet资源的超链接,使文本更容易被消费者理解。本文描述了我们的语义注释方法,并评估了我们的自动超链接生成算法在200个出院摘要文本的临床管理部分的语料库中定位网页以超链接困难术语的成功程度。该系统将主题相关的网络资源与难词进行超链接的成功率达到95%;83%的超链接可以被限制为8级或更低的阅读资源,而相关性没有降低。在出院摘要的背景下,我们发现自动超链接在利用公开可用资源来帮助消费者解释困难术语方面提供了良好的性能水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SemLink — Dynamic generation of hyperlinks to enhance patient readability of discharge summaries
Discharge Summaries contains vocabulary that is difficult to understand for consumers. We used semantic annotation in SemLink to dynamically generate synonyms and hyperlinks to appropriate Internet resources for difficult terms in discharge summary text to make the text more comprehensible to consumers. This paper describes our semantic annotation approach and evaluates our automatic hyperlink generation algorithm in terms of success in locating web pages to hyperlink for difficult terms in the Clinical Management sections of a corpus of 200 discharge summary texts. The system achieved 95% success in hyperlinking topically relevant web resources to the difficult terms; 83% of the hyperlinks could be restricted to resources of reading grade-level 8 or less with no reduction in relevance. In the context of discharge summaries we find automated hyperlinking to provide a good level of performance in leveraging openly available resources to aid consumer interpretation of difficult terms.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
3.10
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信