Multilingual chief complaint classification for syndromic surveillance: An experiment with Chinese chief complaints

CORC > 自动化研究所 > 中国科学院自动化研究所 > 复杂系统管理与控制国家重点实验室 > 先进控制与自动化团队

	Multilingual chief complaint classification for syndromic surveillance: An experiment with Chinese chief complaints
	Lu, Hsin-Min 1; Chen, Hsinchun 1; Zeng, Daniel1,4 ; King, Chwan-Chuen 2; Shih, Fuh-Yuan 3; Wu, Tsuny-Shu 2; Hsiao, Jin-Yi 2
刊名	INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
	2009-05-01
卷号	78 期号:5 页码:308-320
关键词	Communicable disease control Medical records Multilingual chief complaint classification Syndromic surveillance Statistical pattern extraction
英文摘要	Purpose: Syndromic surveillance is aimed at early detection of disease outbreaks. An important data source for syndromic surveillance is free-text chief complaints (CCs), which may be recorded in different languages. For automated syndromic surveillance, CCs must be classified into predefined syndromic categories to facilitate subsequent data aggregation and analysis. Despite the fact that syndromic surveillance is largely an international effort, existing CC classification systems do not provide adequate support for processing CCs recorded in non-English languages. This paper reports a multilingual CC classification effort, focusing on CCs recorded in Chinese.
WOS标题词	Science & Technology ; Technology ; Life Sciences & Biomedicine
类目[WOS]	Computer Science, Information Systems ; Health Care Sciences & Services ; Medical Informatics
研究领域[WOS]	Computer Science ; Health Care Sciences & Services ; Medical Informatics
关键词[WOS]	LANGUAGE INFORMATION-RETRIEVAL ; EMERGENCY-DEPARTMENT ; SYSTEM ; SEGMENTATION ; CATEGORIES ; EXTRACTION ; THESAURUS ; WEB
收录类别	SCI ; SSCI
语种	英语
WOS记录号	WOS:000265542400002
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/3570]
专题	自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
作者单位	1.Univ Arizona, Dept Management Informat Syst, Eller Coll Management, Tucson, AZ 85721 USA 2.Natl Taiwan Univ, Grad Inst Epidemiol, Taipei 10764, Taiwan 3.Natl Taiwan Univ Hosp, Dept Emergency Med, Taipei 100, Taiwan 4.Chinese Acad Sci, Inst Automat, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Lu, Hsin-Min,Chen, Hsinchun,Zeng, Daniel,et al. Multilingual chief complaint classification for syndromic surveillance: An experiment with Chinese chief complaints[J]. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS,2009,78(5):308-320.
APA	Lu, Hsin-Min.,Chen, Hsinchun.,Zeng, Daniel.,King, Chwan-Chuen.,Shih, Fuh-Yuan.,...&Hsiao, Jin-Yi.(2009).Multilingual chief complaint classification for syndromic surveillance: An experiment with Chinese chief complaints.INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS,78(5),308-320.
MLA	Lu, Hsin-Min,et al."Multilingual chief complaint classification for syndromic surveillance: An experiment with Chinese chief complaints".INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS 78.5(2009):308-320.