Using Baidu Search Index to Predict Dengue Outbreak in China

This study identified the possible threshold to predict dengue fever (DF) outbreaks using Baidu Search Index (BSI). Time-series classification and regression tree models based on BSI were used to develop a predictive model for DF outbreak in Guangzhou and Zhongshan, China. In the regression tree mod...

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Veröffentlicht in:	Scientific reports 2016-12, Vol.6 (1), p.38040-38040, Article 38040
Hauptverfasser:	Liu, Kangkang, Wang, Tao, Yang, Zhicong, Huang, Xiaodong, Milinovich, Gabriel J, Lu, Yi, Jing, Qinlong, Xia, Yao, Zhao, Zhengyang, Yang, Yang, Tong, Shilu, Hu, Wenbiao, Lu, Jiahai
Format:	Artikel
Sprache:	eng
Schlagworte:	692/699/255/2514 704/158/856 Classification Dengue fever Disease prevention Epidemics Fever Humanities and Social Sciences Infectious diseases Influenza Internet Laboratories multidisciplinary Outbreaks Prediction models Public health Regression analysis Science Search engines Trends Tropical diseases Vaccines Vector-borne diseases
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