Data Mining in HIV-AIDS Surveillance System
نویسندگان
چکیده
منابع مشابه
HIV/AIDS Surveillance System in the Islamic Republic of Iran: History, Structures and Processes
Background and Objectives: Iran is one of the Middle Eastern countries that implemented the HIV / AIDS control and surveillance program many years ago. The purpose of this study was to review the HIV / AIDS surveillance system in Iran. Methods: This was a review research to assess the processes, structures and achievements of the HIV/AIDS surveillance system in Iran. The information sources...
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Purpose – This paper investigates, through the use of data mining techniques, patterns in HIV/AIDS patient data. These patterns can be used for better management of the disease and more appropriate targeting of resources. Design/methodology/approach – A total of 250,000 anonymised records from HIV/AIDS patients in Thailand were imported into a database. IBM’s Intelligent Miner was used for clus...
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BACKGROUND In recent years a decline in the number of new AIDS cases has been observed in several industrialized countries. It is important to know whether these recent trends observed in North America and Europe are also occurring in Japan. METHODS The number of people reported with HIV and AIDS by nationality, route of infection, and sex was calculated based on the HIV/AIDS surveillance dat...
متن کاملdesigning a regional information system for surveillance of voluntary hiv/aids counseling and testing in iran
introduction: voluntary counseling and testing (vct) for hiv infection is a confidential service offered to individuals in the community. this study intended to present a pattern for regional surveillance of vct services in iran. methods: this was an applied descriptive study. at first, the existing regional vct surveillance in 2009 was investigated through visiting the clinical deputy of medic...
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Fuzzy Cognitive Maps (FCMs) have successfully been applied in numerous domains to show the relations between essential components in complex systems. In this paper, a novel learning method is proposed to construct FCMs based on historical data and by using meta-heuristic: Genetic Algorithm (GA), Simulated Annealing (SA), and Tabu Search (TS). Implementation of the proposed method has demonstrat...
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ژورنال
عنوان ژورنال: Journal of Medical Systems
سال: 2017
ISSN: 0148-5598,1573-689X
DOI: 10.1007/s10916-017-0697-4