Heterogeneous and Stochastic Agent-Based Models for Analyzing Infectious Diseases' Super Spreaders
作者： Wei Duan , Xiaogang Qiu , Zhidong Cao , Xiaolong Zheng , Kainan Cui
DOI: 10.1109/MIS.2013.29
关键词: Computer science 、 Load modeling 、 Emergency response 、 Infectious disease (medical specialty) 、 Medical services 、 Risk analysis (engineering) 、 Management science
摘要: The detection of super-spreading events in infectious disease is crucial for public health emergency response. Here, heterogeneous and stochastic agent-based models explore the mechanism events.
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sci-hub.se 参考文章(11)
Christl A Donnelly, Azra C Ghani, Gabriel M Leung, Anthony J Hedley, Christophe Fraser, Steven Riley, Laith J Abu-Raddad, Lai-Ming Ho, Thuan-Quoc Thach, Patsy Chau, King-Pan Chan, Tai-Hing Lam, Lai-Yin Tse, Thomas Tsang, Shao-Haei Liu, James HB Kong, Edith MC Lau, Neil M Ferguson, Roy M Anderson, Epidemiological determinants of spread of causal agent of severe acute respiratory syndrome in Hong Kong The Lancet. ,vol. 361, pp. 1761- 1766 ,(2003) , 10.1016/S0140-6736(03)13410-1
Michael Small, C.K. Tse, David M. Walker, Super-spreaders and the rate of transmission of the SARS virus Physica D: Nonlinear Phenomena. ,vol. 215, pp. 146- 158 ,(2006) , 10.1016/J.PHYSD.2006.01.021
Byungjoon Min, K.-I. Goh, Alexei Vazquez, Spreading dynamics following bursty human activity patterns Physical Review E. ,vol. 83, pp. 036102- ,(2011) , 10.1103/PHYSREVE.83.036102
J. O. Lloyd-Smith, S. J. Schreiber, P. E. Kopp, W. M. Getz, Superspreading and the effect of individual variation on disease emergence Nature. ,vol. 438, pp. 355- 359 ,(2005) , 10.1038/NATURE04153
John S. Carson, Barry L. Nelson, David M. Nicol, Jerry Banks, Discrete-Event System Simulation ,(1995)
Steven Riley, Christophe Fraser, Christl A Donnelly, Azra C Ghani, Laith J Abu-Raddad, Anthony J Hedley, Gabriel M Leung, Lai-Ming Ho, Tai-Hing Lam, Thuan Q Thach, Patsy Chau, King-Pan Chan, Su-Vui Lo, Pak-Yin Leung, Thomas Tsang, William Ho, Koon-Hung Lee, Edith MC Lau, Neil M Ferguson, Roy M Anderson, None, Transmission dynamics of the etiological agent of SARS in Hong Kong: impact of public health interventions. Science. ,vol. 300, pp. 1961- 1966 ,(2003) , 10.1126/SCIENCE.1086478
M. E. J. Woolhouse, C. Dye, J.- F. Etard, T. Smith, J. D. Charlwood, G. P. Garnett, P. Hagan, J. L. K. Hii, P. D. Ndhlovu, R. J. Quinnell, C. H. Watts, S. K. Chandiwana, R. M. Anderson, Heterogeneities in the transmission of infectious agents: implications for the design of control programs. Proceedings of the National Academy of Sciences of the United States of America. ,vol. 94, pp. 338- 342 ,(1997) , 10.1073/PNAS.94.1.338
Yuguo Li, Ignatius TS Yu, Pengcheng Xu, Joseph Hun Wei Lee, Tze Wai Wong, Peng Lim Ooi, Adrian C Sleigh, Predicting Super Spreading Events during the 2003 Severe Acute Respiratory Syndrome Epidemics in Hong Kong and Singapore American Journal of Epidemiology. ,vol. 160, pp. 719- 728 ,(2004) , 10.1093/AJE/KWH273
W John Edmunds, CJ O'callaghan, DJ Nokes, None, Who mixes with whom? A method to determine the contact patterns of adults that may lead to the spread of airborne infections Proceedings of The Royal Society B: Biological Sciences. ,vol. 264, pp. 949- 957 ,(1997) , 10.1098/RSPB.1997.0131
Fei-Yue Wang, Toward a Paradigm Shift in Social Computing: The ACP Approach IEEE Intelligent Systems. ,vol. 22, pp. 65- 67 ,(2007) , 10.1109/MIS.2007.98