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Volumn 8, Issue 10, 2018, Pages

Using internet search data to predict new HIV diagnoses in China: A modelling study

Author keywords

health informatics; internet; predictive model; search query; surveillance

Indexed keywords

ACCESS TO INFORMATION; ARTICLE; CHINA; FEASIBILITY STUDY; HUMAN; HUMAN IMMUNODEFICIENCY VIRUS INFECTION; INTERNET; PREDICTION; SEARCH ENGINE; STATISTICAL MODEL; BAYES THEOREM; FORECASTING; PREVALENCE;

EID: 85055079245     PISSN: None     EISSN: 20446055     Source Type: Journal    
DOI: 10.1136/bmjopen-2017-018335     Document Type: Article
Times cited : (22)

References (62)
  • 1
    • 85055617106 scopus 로고    scopus 로고
    • WHO., (accessed 20 Feb 2018).
    • WHO. AIDS related questions and answers. http://www. who. int/ features/ qa/ 71/ en/ (accessed 20 Feb 2018).
    • AIDS Related Questions and Answers
  • 2
    • 85045191221 scopus 로고    scopus 로고
    • UNAIDS
    • UNAIDS, 2017. UNAIDS Data http://www. unaids. org/ en/ resources/ documents/ 2017/ 2017_ data_ book
    • (2017) UNAIDS Data
  • 4
    • 84899536197 scopus 로고    scopus 로고
    • Is the HIV sentinel surveillance system adequate in China? Findings from an evaluation of the national HIV sentinel surveillance system
    • Lin W, Chen S, Seguy N, et al. Is the HIV sentinel surveillance system adequate in China? Findings from an evaluation of the national HIV sentinel surveillance system. Western Pacific Surveillance and Response Journal 2012;3:61-8.
    • (2012) Western Pacific Surveillance and Response Journal , vol.3 , pp. 61-68
    • Lin, W.1    Chen, S.2    Seguy, N.3
  • 5
    • 33644917745 scopus 로고    scopus 로고
    • Men who have sex with men and human immunodeficiency virus/sexually transmitted disease control in China
    • Liu H, Yang H, Li X, et al. Men who have sex with men and human immunodeficiency virus/sexually transmitted disease control in China. Sex Transm Dis 2006;33:68-76.
    • (2006) Sex Transm Dis , vol.33 , pp. 68-76
    • Liu, H.1    Yang, H.2    Li, X.3
  • 6
    • 85049187337 scopus 로고    scopus 로고
    • Population specific sentinel surveillance for HIV infection, syphilis and HCV infection in China, during 2010-2015
    • Ge L, Li D, Li P, et al. Population specific sentinel surveillance for HIV infection, syphilis and HCV infection in China, during 2010-2015. Dis Surveill 2017;32:111-7.
    • (2017) Dis Surveill , vol.32 , pp. 111-117
    • Ge, L.1    Li, D.2    Li, P.3
  • 7
    • 84860000793 scopus 로고    scopus 로고
    • HIV transmission rates from persons living with HIV who are aware and unaware of their infection
    • Hall HI, Holtgrave DR, Maulsby C. HIV transmission rates from persons living with HIV who are aware and unaware of their infection. AIDS 2012;26:893-6.
    • (2012) AIDS , vol.26 , pp. 893-896
    • Hall, H.I.1    Holtgrave, D.R.2    Maulsby, C.3
  • 8
    • 85055616092 scopus 로고    scopus 로고
    • Analysis of fund inputs for HIV/AIDS prevention and control from 2010 to 2015 in China
    • Ma Y, Yu D, Gu R, et al. Analysis of fund inputs for HIV/AIDS prevention and control from 2010 to 2015 in China. Chinese J AIDS STD 2016;22:991-3.
    • (2016) Chinese J AIDS STD , vol.22 , pp. 991-993
    • Ma, Y.1    Yu, D.2    Gu, R.3
  • 9
    • 34548489432 scopus 로고    scopus 로고
    • Sexual attitudes, pattern of communication, and sexual behavior among unmarried out-of-school youth in China
    • Wang B, Li X, Stanton B, et al. Sexual attitudes, pattern of communication, and sexual behavior among unmarried out-of-school youth in China. BMC Public Health 2007;7:189.
    • (2007) BMC Public Health , vol.7 , pp. 189
    • Wang, B.1    Li, X.2    Stanton, B.3
  • 10
    • 79251501686 scopus 로고    scopus 로고
    • HIV-testing behavior among young migrant men who have sex with men (MSM) in Beijing, China
    • Song Y, Li X, Zhang L, et al. HIV-testing behavior among young migrant men who have sex with men (MSM) in Beijing, China. AIDS Care 2011;23:179-86.
    • (2011) AIDS Care , vol.23 , pp. 179-186
    • Song, Y.1    Li, X.2    Zhang, L.3
  • 11
    • 84958520865 scopus 로고    scopus 로고
    • Emotional, physical and financial burdens of stigma against people living with HIV/AIDS in China
    • Zhang C, Li X, Liu Y, et al. Emotional, physical and financial burdens of stigma against people living with HIV/AIDS in China. AIDS Care 2016;28 :124-31.
    • (2016) AIDS Care , vol.28 , pp. 124-131
    • Zhang, C.1    Li, X.2    Liu, Y.3
  • 12
    • 84875991139 scopus 로고    scopus 로고
    • Predicting new diagnoses of HIV infection using internet search engine data
    • Jena AB, Karaca-Mandic P, Weaver L, et al. Predicting new diagnoses of HIV infection using internet search engine data. Clin Infect Dis 2013;56:1352-3.
    • (2013) Clin Infect Dis , vol.56 , pp. 1352-1353
    • Jena, A.B.1    Karaca-Mandic, P.2    Weaver, L.3
  • 13
    • 59349088221 scopus 로고    scopus 로고
    • The therapeutic implications of timely linkage and early retention in HIV care
    • Ulett KB, Willig JH, Lin HY, et al. The therapeutic implications of timely linkage and early retention in HIV care. AIDS Patient Care STDS 2009;23:41-9.
    • (2009) AIDS Patient Care STDS , vol.23 , pp. 41-49
    • Ulett, K.B.1    Willig, J.H.2    Lin, H.Y.3
  • 14
    • 79954963103 scopus 로고    scopus 로고
    • Reasons for not HIV testing, testing intentions, and potential use of an over-the-counter rapid HIV test in an internet sample of men who have sex with men who have never tested for HIV
    • Mackellar DA, Hou SI, Whalen CC, et al. Reasons for not HIV testing, testing intentions, and potential use of an over-the-counter rapid HIV test in an internet sample of men who have sex with men who have never tested for HIV. Sex Transm Dis 2011;38:419-28.
    • (2011) Sex Transm Dis , vol.38 , pp. 419-428
    • Mackellar, D.A.1    Hou, S.I.2    Whalen, C.C.3
  • 15
    • 84940040405 scopus 로고    scopus 로고
    • Qualitative assessment of barriers and facilitators of access to HIV testing among men who have sex with men in China
    • Liu Y, Sun X, Qian HZ, et al. Qualitative assessment of barriers and facilitators of access to HIV testing among men who have sex with men in China. AIDS Patient Care STDS 2015;29:481-9.
    • (2015) AIDS Patient Care STDS , vol.29 , pp. 481-489
    • Liu, Y.1    Sun, X.2    Qian, H.Z.3
  • 16
    • 84867741247 scopus 로고    scopus 로고
    • The epidemiological impact and cost-effectiveness of HIV testing, antiretroviral treatment and harm reduction programs
    • Li J, Gilmour S, Zhang H, et al. The epidemiological impact and cost-effectiveness of HIV testing, antiretroviral treatment and harm reduction programs. AIDS 2012;26:2069-78.
    • (2012) AIDS , vol.26 , pp. 2069-2078
    • Li, J.1    Gilmour, S.2    Zhang, H.3
  • 17
    • 85041692412 scopus 로고    scopus 로고
    • Modeling the intervention of HIV transmission across intertwined key populations
    • Zhong L, Zhang Q, Li X. Modeling the intervention of HIV transmission across intertwined key populations. Sci Rep 2018;8:2432.
    • (2018) Sci Rep , vol.8 , pp. 2432
    • Zhong, L.1    Zhang, Q.2    Li, X.3
  • 18
    • 85049946901 scopus 로고    scopus 로고
    • Optimizing HIV interventions for multiplex social networks via partition-based random search
    • Zhang Q, Zhong L, Gao S, et al. Optimizing hiv interventions for multiplex social networks via partition-based random search. IEEE Trans Cybern 2018:1-9.
    • (2018) IEEE Trans Cybern , pp. 1-9
    • Zhang, Q.1    Zhong, L.2    Gao, S.3
  • 19
    • 84912060299 scopus 로고    scopus 로고
    • A "big data" approach to HIV epidemiology and prevention
    • Young SD. A "big data" approach to HIV epidemiology and prevention. Prev Med 2015;70:17-18.
    • (2015) Prev Med , vol.70 , pp. 17-18
    • Young, S.D.1
  • 20
    • 55849100040 scopus 로고    scopus 로고
    • Using internet searches for influenza surveillance
    • Polgreen PM, Chen Y, Pennock DM, et al. Using internet searches for influenza surveillance. Clin Infect Dis 2008;47:1443-8.
    • (2008) Clin Infect Dis , vol.47 , pp. 1443-1448
    • Polgreen, P.M.1    Chen, Y.2    Pennock, D.M.3
  • 23
    • 85018976848 scopus 로고    scopus 로고
    • Forecasting influenza in Hong Kong with Google search queries and statistical model fusion
    • Xu Q, Gel YR, Ramirez Ramirez LL, et al. Forecasting influenza in Hong Kong with Google search queries and statistical model fusion. PLoS One 2017;12:e0176690.
    • (2017) PLoS One , vol.12 , pp. e0176690
    • Xu, Q.1    Gel, Y.R.2    Ramirez Ramirez, L.L.3
  • 24
    • 84938513272 scopus 로고    scopus 로고
    • Advances in nowcasting influenza-like illness rates using search query logs
    • Lampos V, Miller AC, Crossan S, et al. Advances in nowcasting influenza-like illness rates using search query logs. Sci Rep 2015;5:12760.
    • (2015) Sci Rep , vol.5 , pp. 12760
    • Lampos, V.1    Miller, A.C.2    Crossan, S.3
  • 25
    • 84946026274 scopus 로고    scopus 로고
    • Combining search, social media, and traditional data sources to improve influenza surveillance
    • Santillana M, Nguyen AT, Dredze M, et al. Combining search, social media, and traditional data sources to improve influenza surveillance. PLoS Comput Biol 2015;11:e1004513.
    • (2015) PLoS Comput Biol , vol.11 , pp. e1004513
    • Santillana, M.1    Nguyen, A.T.2    Dredze, M.3
  • 27
    • 84918787542 scopus 로고    scopus 로고
    • Using clinicians' search query data to monitor influenza epidemics
    • Santillana M, Nsoesie EO, Mekaru SR, et al. Using clinicians' search query data to monitor influenza epidemics. Clin Infect Dis 2014;59:1446-50.
    • (2014) Clin Infect Dis , vol.59 , pp. 1446-1450
    • Santillana, M.1    Nsoesie, E.O.2    Mekaru, S.R.3
  • 28
    • 60549098239 scopus 로고    scopus 로고
    • Detecting influenza epidemics using search engine query data
    • Ginsberg J, Mohebbi MH, Patel RS, et al. Detecting influenza epidemics using search engine query data. Nature 2009;457:1012-4.
    • (2009) Nature , vol.457 , pp. 1012-1014
    • Ginsberg, J.1    Mohebbi, M.H.2    Patel, R.S.3
  • 29
    • 84878474470 scopus 로고    scopus 로고
    • Monitoring influenza epidemics in China with search query from baidu
    • Yuan Q, Nsoesie EO, Lv B, et al. Monitoring influenza epidemics in china with search query from baidu. PLoS One 2013;8:e64323.
    • (2013) PLoS One , vol.8 , pp. e64323
    • Yuan, Q.1    Nsoesie, E.O.2    Lv, B.3
  • 30
    • 84901331477 scopus 로고    scopus 로고
    • Wikipedia usage estimates prevalence of influenza-like illness in the United States in near real-time
    • McIver DJ, Brownstein JS. Wikipedia usage estimates prevalence of influenza-like illness in the United States in near real-time. PLoS Comput Biol 2014;10:e1003581.
    • (2014) PLoS Comput Biol , vol.10 , pp. e1003581
    • McIver, D.J.1    Brownstein, J.S.2
  • 31
    • 84924172904 scopus 로고    scopus 로고
    • Using internet search queries for infectious disease surveillance: Screening diseases for suitability
    • Milinovich GJ, Avril SM, Clements AC, et al. Using internet search queries for infectious disease surveillance: Screening diseases for suitability. BMC Infect Dis 2014;14:690.
    • (2014) BMC Infect Dis , vol.14 , pp. 690
    • Milinovich, G.J.1    Avril, S.M.2    Clements, A.C.3
  • 32
    • 79957985746 scopus 로고    scopus 로고
    • Using web search query data to monitor dengue epidemics: A new model for neglected tropical disease surveillance
    • Chan EH, Sahai V, Conrad C, et al. Using web search query data to monitor dengue epidemics: A new model for neglected tropical disease surveillance. PLoS Negl Trop Dis 2011;5:e1206.
    • (2011) PLoS Negl Trop Dis , vol.5 , pp. e1206
    • Chan, E.H.1    Sahai, V.2    Conrad, C.3
  • 33
    • 84862897077 scopus 로고    scopus 로고
    • Web queries as a source for syndromic surveillance
    • Hulth A, Rydevik G, Linde A. Web queries as a source for syndromic surveillance. PLoS One 2009;4:e4378.
    • (2009) PLoS One , vol.4 , pp. e4378
    • Hulth, A.1    Rydevik, G.2    Linde, A.3
  • 34
    • 85013377302 scopus 로고    scopus 로고
    • Tracking and predicting hand, foot, and mouth disease (HFMD) epidemics in China by Baidu queries
    • Xiao QY, Liu HJ, Feldman MW. Tracking and predicting hand, foot, and mouth disease (HFMD) epidemics in China by Baidu queries. Epidemiol Infect 2017;145:1699-707.
    • (2017) Epidemiol Infect , vol.145 , pp. 1699-1707
    • Xiao, Q.Y.1    Liu, H.J.2    Feldman, M.W.3
  • 35
    • 84938150088 scopus 로고    scopus 로고
    • Early detection of an epidemic erythromelalgia outbreak using Baidu search data
    • Gu Y, Chen F, Liu T, et al. Early detection of an epidemic erythromelalgia outbreak using Baidu search data. Sci Rep 2015;5:12649.
    • (2015) Sci Rep , vol.5 , pp. 12649
    • Gu, Y.1    Chen, F.2    Liu, T.3
  • 36
    • 0035677716 scopus 로고    scopus 로고
    • How individuals coping with HIV/AIDS use the Internet
    • Reeves PM. How individuals coping with HIV/AIDS use the Internet. Health Educ Res 2001;16:709-19.
    • (2001) Health Educ Res , vol.16 , pp. 709-719
    • Reeves, P.M.1
  • 37
    • 76649094249 scopus 로고    scopus 로고
    • Innovation in sexually transmitted disease and HIV prevention: Internet and mobile phone delivery vehicles for global diffusion
    • Swendeman D, Rotheram-Borus MJ. Innovation in sexually transmitted disease and HIV prevention: Internet and mobile phone delivery vehicles for global diffusion. Curr Opin Psychiatry 2010;23:139-44.
    • (2010) Curr Opin Psychiatry , vol.23 , pp. 139-144
    • Swendeman, D.1    Rotheram-Borus, M.J.2
  • 38
    • 79952278333 scopus 로고    scopus 로고
    • Online and offline sexual health-seeking patterns of HIV-negative men who have sex with men
    • Wilkerson JM, Smolenski DJ, Horvath KJ, et al. Online and offline sexual health-seeking patterns of HIV-negative men who have sex with men. AIDS Behav 2010;14:1362-70.
    • (2010) AIDS Behav , vol.14 , pp. 1362-1370
    • Wilkerson, J.M.1    Smolenski, D.J.2    Horvath, K.J.3
  • 39
    • 0036179474 scopus 로고    scopus 로고
    • Internet access and Internet use for health information among people living with HIVAIDS
    • Kalichman SC, Weinhardt L, Benotsch E, et al. Internet access and Internet use for health information among people living with HIVAIDS. Patient Educ Couns 2002;46:109-16.
    • (2002) Patient Educ Couns , vol.46 , pp. 109-116
    • Kalichman, S.C.1    Weinhardt, L.2    Benotsch, E.3
  • 40
    • 84948981368 scopus 로고    scopus 로고
    • Social Media and HIV: A systematic review of uses of social media in HIV communication
    • Taggart T, Grewe ME, Conserve DF, et al. Social Media and HIV: A systematic review of uses of social media in HIV communication. J Med Internet Res 2015;17:e248.
    • (2015) J Med Internet Res , vol.17 , pp. e248
    • Taggart, T.1    Grewe, M.E.2    Conserve, D.F.3
  • 41
    • 79959563751 scopus 로고    scopus 로고
    • Use and perceptions of the internet for sexual information and partners: A study of young men who have sex with men
    • Kubicek K, Carpineto J, McDavitt B, et al. Use and perceptions of the internet for sexual information and partners: A study of young men who have sex with men. Arch Sex Behav 2011;40:803-16.
    • (2011) Arch Sex Behav , vol.40 , pp. 803-816
    • Kubicek, K.1    Carpineto, J.2    McDavitt, B.3
  • 42
    • 84857202952 scopus 로고    scopus 로고
    • Sexual health information seeking online: A mixed-methods study among lesbian, gay, bisexual, and transgender young people
    • Magee JC, Bigelow L, Dehaan S, et al. Sexual health information seeking online: A mixed-methods study among lesbian, gay, bisexual, and transgender young people. Health Educ Behav 2012;39:276-89.
    • (2012) Health Educ Behav , vol.39 , pp. 276-289
    • Magee, J.C.1    Bigelow, L.2    Dehaan, S.3
  • 43
    • 84912131759 scopus 로고    scopus 로고
    • Global disease monitoring and forecasting with Wikipedia
    • Generous N, Fairchild G, Deshpande A, et al. Global disease monitoring and forecasting with Wikipedia. PLoS Comput Biol 2014;10:e1003892.
    • (2014) PLoS Comput Biol , vol.10 , pp. e1003892
    • Generous, N.1    Fairchild, G.2    Deshpande, A.3
  • 44
    • 84900838895 scopus 로고    scopus 로고
    • Methods of using real-time social media technologies for detection and remote monitoring of HIV outcomes
    • Young SD, Rivers C, Lewis B. Methods of using real-time social media technologies for detection and remote monitoring of HIV outcomes. Prev Med 2014;63:112-5.
    • (2014) Prev Med , vol.63 , pp. 112-115
    • Young, S.D.1    Rivers, C.2    Lewis, B.3
  • 45
    • 79951673453 scopus 로고    scopus 로고
    • Online social networking technologies, HIV knowledge, and sexual risk and testing behaviors among homeless youth
    • Young SD, Rice E. Online social networking technologies, HIV knowledge, and sexual risk and testing behaviors among homeless youth. AIDS Behav 2011;15:253-60.
    • (2011) AIDS Behav , vol.15 , pp. 253-260
    • Young, S.D.1    Rice, E.2
  • 46
    • 84876400825 scopus 로고    scopus 로고
    • Seasonality in seeking mental health information on Google
    • Ayers JW, Althouse BM, Allem JP, et al. Seasonality in seeking mental health information on Google. Am J Prev Med 2013;44:520-5.
    • (2013) Am J Prev Med , vol.44 , pp. 520-525
    • Ayers, J.W.1    Althouse, B.M.2    Allem, J.P.3
  • 47
    • 84948980822 scopus 로고    scopus 로고
    • Forecasting the incidence of dementia and dementia-related outpatient visits with Google trends: Evidence from Taiwan
    • Wang HW, Chen DR, Yu HW, et al. Forecasting the incidence of dementia and dementia-related outpatient visits with Google trends: Evidence from Taiwan. J Med Internet Res 2015;17:e264.
    • (2015) J Med Internet Res , vol.17 , pp. e264
    • Wang, H.W.1    Chen, D.R.2    Yu, H.W.3
  • 48
    • 79958102365 scopus 로고    scopus 로고
    • Association of Internet search trends with suicide death in Taipei City, Taiwan, 2004-2009
    • Yang AC, Tsai SJ, Huang NE, et al. Association of Internet search trends with suicide death in Taipei City, Taiwan, 2004-2009. J Affect Disord 2011;132:179-84.
    • (2011) J Affect Disord , vol.132 , pp. 179-184
    • Yang, A.C.1    Tsai, S.J.2    Huang, N.E.3
  • 49
    • 84877693890 scopus 로고    scopus 로고
    • Using google searches on the internet to monitor suicidal behavior
    • Gunn JF, Lester D. Using google searches on the internet to monitor suicidal behavior. J Affect Disord 2013;148:411-2.
    • (2013) J Affect Disord , vol.148 , pp. 411-412
    • Gunn, J.F.1    Lester, D.2
  • 50
    • 85029560112 scopus 로고    scopus 로고
    • Disease Monitoring and Health Campaign Evaluation Using Google Search Activities for HIV and AIDS, Stroke, Colorectal Cancer, and Marijuana Use in Canada: A Retrospective Observational Study
    • Ling R, Lee J. Disease Monitoring and Health Campaign Evaluation Using Google Search Activities for HIV and AIDS, Stroke, Colorectal Cancer, and Marijuana Use in Canada: A Retrospective Observational Study. JMIR Public Health Surveill 2016;2:e156.
    • (2016) JMIR Public Health Surveill , vol.2 , pp. e156
    • Ling, R.1    Lee, J.2
  • 51
    • 84994492986 scopus 로고    scopus 로고
    • Examining the themes of STD-related Internet searches to increase specificity of disease forecasting using Internet search terms
    • Johnson AK, Mikati T, Mehta SD. Examining the themes of STD-related Internet searches to increase specificity of disease forecasting using Internet search terms. Sci Rep 2016;6:36503.
    • (2016) Sci Rep , vol.6 , pp. 36503
    • Johnson, A.K.1    Mikati, T.2    Mehta, S.D.3
  • 52
    • 84891587363 scopus 로고    scopus 로고
    • A comparison of Internet search trends and sexually transmitted infection rates using Google trends
    • Johnson AK, Mehta SD. A comparison of Internet search trends and sexually transmitted infection rates using Google trends. Sex Transm Dis 2014;41:61-3.
    • (2014) Sex Transm Dis , vol.41 , pp. 61-63
    • Johnson, A.K.1    Mehta, S.D.2
  • 53
    • 85041386330 scopus 로고    scopus 로고
    • Using social media as a tool to predict syphilis
    • Young SD, Mercer N, Weiss RE, et al. Using social media as a tool to predict syphilis. Prev Med 2018;109:58-61.
    • (2018) Prev Med , vol.109 , pp. 58-61
    • Young, S.D.1    Mercer, N.2    Weiss, R.E.3
  • 55
    • 85026441420 scopus 로고    scopus 로고
    • Social media engagement and HIV testing among men who have sex with men in China: A nationwide cross-sectional survey
    • Cao B, Liu C, Durvasula M, et al. Social media engagement and hiv testing among men who have sex with men in china: A nationwide cross-sectional survey. J Med Internet Res 2017;19:e251.
    • (2017) J Med Internet Res , vol.19 , pp. e251
    • Cao, B.1    Liu, C.2    Durvasula, M.3
  • 56
    • 84878850218 scopus 로고    scopus 로고
    • Statcounter., (accessed 22 Jan 2018).
    • Statcounter. Search Engine Market Share in China. http:// gs. statcounter. com/ search- engine- market- share/ all/ china/ (accessed 22 Jan 2018).
    • Search Engine Market Share in China
  • 57
    • 85016986871 scopus 로고    scopus 로고
    • Dengue Baidu Search Index data can improve the prediction of local dengue epidemic: A case study in Guangzhou, China
    • Li Z, Liu T, Zhu G, et al. Dengue Baidu Search Index data can improve the prediction of local dengue epidemic: A case study in Guangzhou, China. PLoS Negl Trop Dis 2017;11:e0005354.
    • (2017) PLoS Negl Trop Dis , vol.11 , pp. e0005354
    • Li, Z.1    Liu, T.2    Zhu, G.3
  • 60
    • 84994708648 scopus 로고    scopus 로고
    • Estimating suicide occurrence statistics using Google trends
    • Kristoufek L, Moat HS, Preis T. Estimating suicide occurrence statistics using Google trends. EPJ Data Sci 2016;5.
    • (2016) EPJ Data Sci , vol.5
    • Kristoufek, L.1    Moat, H.S.2    Preis, T.3
  • 61
    • 33847146281 scopus 로고    scopus 로고
    • Evolution of China's response to HIV/AIDS
    • Wu Z, Sullivan SG, Wang Y, et al. Evolution of China's response to HIV/AIDS. Lancet 2007;369:679-90.
    • (2007) Lancet , vol.369 , pp. 679-690
    • Wu, Z.1    Sullivan, S.G.2    Wang, Y.3
  • 62
    • 29244443401 scopus 로고    scopus 로고
    • The HIV epidemic in China: History, response, and challenge
    • He N, Detels R. The HIV epidemic in China: History, response, and challenge. Cell Res 2005;15:825-32.
    • (2005) Cell Res , vol.15 , pp. 825-832
    • He, N.1    Detels, R.2


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