Multilingual chief complaint classification for syndromic surveillance: An experiment with Chinese chief complaints
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منابع مشابه
Multilingual chief complaint classification for syndromic surveillance: An experiment with Chinese chief complaints
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 syndr...
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Emergency department free-text chief complaints (CCs) are a major data source for syndromic surveillance. CCs need to be classified into syndromic categories for subsequent automatic analysis. However, the lack of a standard vocabulary and high-quality encodings of CCs hinder effective classification. This paper presents a new ontology-enhanced automatic CC classification approach. Exploiting s...
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yndromic surveillance, a medical surveillance approach that bins data into broadly defi ned syndrome groups, has drawn increasing interest in recent years for the early detection of disease outbreaks for both public health and bioterrorism defense. Emergency department chief complaint records are an attractive data source for syndromic surveillance owing to their timeliness and ready availabili...
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Introduction The New York City (NYC) Department of Health and Mental Hygiene (DOHMH) receives daily ED data from 49 of NYC’s 52 hospitals, representing approximately 95% of ED visits citywide. Chief complaint (CC) is categorized into syndrome groupings using text recognition of symptom key-words and phrases. Hospitals are not required to notify the DOHMH of any changes to procedures or health i...
متن کاملAssessing Syndromic Surveillance of Cardiovascular Outcomes from Emergency Department Chief Complaint Data in New York City
BACKGROUND Prospective syndromic surveillance of emergency department visits has been used for near-real time tracking of communicable diseases to detect outbreaks or other unexpected disease clusters. The utility of syndromic surveillance for tracking cardiovascular events, which may be influenced by environmental factors and influenza, has not been evaluated. We developed and evaluated a meth...
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ژورنال
عنوان ژورنال: International Journal of Medical Informatics
سال: 2009
ISSN: 1386-5056
DOI: 10.1016/j.ijmedinf.2008.08.004