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

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 平行智能技术与系统团队

	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
发表期刊	INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
	2009-05-01
卷号	78 期号:5 页码:308-320
文章类型	Article
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.
关键词	Communicable Disease Control Medical Records Multilingual Chief Complaint Classification Syndromic Surveillance Statistical Pattern Extraction
WOS标题词	Science & Technology ; Technology ; Life Sciences & Biomedicine
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研究方向	Computer Science ; Health Care Sciences & Services ; Medical Informatics
WOS类目	Computer Science, Information Systems ; Health Care Sciences & Services ; Medical Informatics
WOS记录号	WOS:000265542400002
引用统计	被引频次：14[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/3570
专题	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
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.