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《Scientia Geographica Sinica》 2006-06
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Relationship Between Reference Value (Wintrobe) of Chinese Old Men's Erythrocyte Sedimentation Rate (ESR) and Geographical Factors Based on NN

YANG Qing-Sheng~1,ZHANG Hong-Xian~2,GE Miao~3,LIU Yan~3,JIANG Hai-Yan~3,GE Ben-Wei~3 (1.School of Geographical Science and Planning,SUN Yat-Sen University,Guangzhou,Guangdong 510275;2.Department of Tourism,Ningbo University,Ningbo,Zhejiang 315211;3.College of Tourism and Environment Science,Shaanxi Normal University,Xi'an,Shaanxi 710062)  
This paper discusses the nonlinear relationship between reference value(wintrobe) standard of Chinese old men's ESR and geography environments based on artificial neural network.Reference value(wintrobe) standard of Chinese old men's ESR is connected with geographical environment,diet structure and settlement environment,etc.which interact with blood indirectly. It is artificial neural network that have the ability to obtain the nonlinear relationship between variables.In order to supply a basis for uniting the reference value (wintrobe) standard of Chinese old men's ESR,a research is made about the nonlinear relationship between the reference value(wintrobe) of Chinese healthy old men's ESR and five geographical factors,which are determined by the way of wintrobe laws based on artificial neural network.After building 5-layer NN,the relationship was simulated by artifical neural network(NN).After training 500 times and 1300 times,the network works better.If the geographical factors known,the reference value(wintrobe) of Chinese old men's ESR can be simulated by the neural network more accurately.
【Fund】: 国家自然科学基金资助项目(49771007 40141002 40371004);; “985”工程GIS与遥感的地学应用科技创新平台项目资助
【CateGory Index】: R188
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