References

Anyamba, A., K. J. Linthicum, J. Small, S. C. Britch, E. Pak, S. de La Rocque, P. Formenty, A. W. Hightower, R. F. Breiman, J. P. Chretien, C. J. Tucker, D. Schnabel, R. Sang, K. Haagsma, M. Latham, H. B. Lewandowski, S. O. Magdi, M. A. Mohamed, P. M. Nguku, J. M. Reynes, and R. Swanepoel. 2010. Prediction, assessment of the Rift Valley fever activity in East and Southern Africa 2006–2008 and possible vector control strategies. American Journal of Tropical Medicine and Hygiene 83(2 Suppl):43–51.

Barboza, P., L. Vaillant, A. Mawudeku, N. P. Nelson, D. M. Hartley, L. C. Madoff, J. P. Linge, N. Collier, J. S. Brownstein, R. Yangarber, and P. Astagneau. 2013. Evaluation of epidemic intelligence systems integrated in the early alerting and reporting project for the detection of A/H5N1 influenza events. PLoS ONE 8(3):e57252.

Berger, K. M. 2014. National and transnational security implications of big data in the life sciences. Washington, DC: American Association for the Advancement of Science.

Bhatt, S., P. W. Gething, O. J. Brady, J. P. Messina, A. W. Farlow, C. L. Moyes, J. M. Drake, J. S. Brownstein, A. G. Hoen, O. Sankoh, M. F. Myers, D. B. George, T. Jaenisch, G. R. W. Wint, C. P. Simmons, T. W. Scott, J. J. Farrar, and S. I. Hay. 2013. The global distribution and burden of dengue. Nature 496(7446):504–507.

CDC (Centers for Disease Control and Prevention). 2014. Multistate outbreak of Salmonella Braenderup infections linked to nut butter manufactured by nSpired Natural Foods, Inc. (final update). http://www.cdc.gov/salmonella/braenderup-08-14 (accessed June 8, 2016).

Global Polio Eradication Initiative. 2016. Data and monitoring. http://www.polioeradication.org/dataandmonitoring/poliothisweek.aspx (accessed September 3, 2016).

Groves, P., B. Kayyali, D. Knott, and S. Van Kuiken. 2013. The “big data” revolution in healthcare: Accelerating value and innvoation. Washington, DC: Center for U.S. Health System Reform.

Hay, S. I., K. E. Battle, D. M. Pigott, D. L. Smith, C. L. Moyes, S. Bhatt, J. S. Brownstein, N. Collier, M. F. Myers, D. B. George, and P. W. Gething. 2013a. Global mapping of infectious disease. Philosophical Transactions of the Royal Society of London B: Biological Sciences 368(1614):20120250.

Hay, S. I., D. B. George, C. L. Moyes, and J. S. Brownstein. 2013b. Big data opportunities for global infectious disease surveillance. PLoS Medicine 10(4):e1001413.

Hessel, A., M. Goodman, and S. Kotler. 2012. Hacking the president’s DNA. The Atlantic, November.

Independent Security Evaluators. 2016. Securing hospitals: A research study and blueprint. Baltimore, MD: Independent Secuity Evaluators.

Karesh, W. B., A. Dobson, J. O. Lloyd-Smith, J. Lubroth, M. A. Dixon, M. Bennett, S. Aldrich, T. Harrington, P. Formenty, E. H. Loh, C. C. Machalaba, M. J. Thomas, and D. L. Heymann. 2012. Ecology of zoonoses: Natural and unnatural histories. Lancet 380(9857):1936–1945.

Kreuder Johnson, C., P. L. Hitchens, T. Smiley Evans, T. Goldstein, K. Thomas, A. Clements, D. O. Joly, N. D. Wolfe, P. Daszak, W. B. Karesh, and J. K. Mazet. 2015. Spillover and pandemic properties of zoonotic viruses with high host plasticity. Scientific Reports 5:14830.

Lazer, D., R. Kennedy, G. King, and A. Vespignani. 2014. The parable of Google Flu: Traps in big data analysis. Science 343(6176):1203–1205.

Lesho, E. P., P. E. Waterman, U. Chukwuma, K. McAuliffe, C. Neumann, M. D. Julius, H. Crouch, R. Chandrasekera, J. F. English, R. J. Clifford, and K. E. Kester. 2014. The Antimicrobial Resistance Monitoring and Research (ARMOR) program: The U.S. Department of Defense response to escalating antimicrobial resistance. Clinical Infectious Diseases 59(3):390–397.

Lesho, E. P., R. J. Clifford, U. Chukwuma, Y. I. Kwak, M. Maneval, C. Neumann, S. Xie, L. E. Nielsen, M. D. Julius, P. McGann, and P. E. Waterman. 2015. Carbapenem-resistant enterobacteriaceae and the correlation between carbapenem and fluoroquinolone usage and resistance in the U.S. military health system. Diagnostic Microbiology and Infectious Disease 81(2):119–125.

Lesho, E., U. Chukwuma, M. Sparks, C. Neumann, D. Richesson, R. Clifford, S. Gierhart, P. Waterman, and M. Hinkle. 2016. Anatomic, geographic, and taxon-specific relative risks of carbapenem resistance in the health care system of the U.S. Department of Defense. Journal of Clinical Microbiology 54(6):1546–1551.

Linthicum, K. J., S. C. Britch, and A. Anyamba. 2016. Rift Valley Fever: An emerging mosquito-borne disease. Annual Review of Entomology 61:395–415.

Messina, J. P., O. J. Brady, D. M. Pigott, J. S. Brownstein, A. G. Hoen, and S. I. Hay. 2014. A global compendium of human dengue virus occurrence. Scientific Data 1:140004.

Messina, J. P., M. U. G. Kraemer, O. J. Brady, D. M. Pigott, F. M. Shearer, D. J. Weiss, N. Golding, C. W. Ruktanonchai, P. W. Gething, E. Cohn, J. S. Brownstein, K. Khan, A. J. Tatem, T. Jaenisch, C. J. L. Murray, F. Marinho, T. W. Scott, and S. I. Hay. 2016. Mapping global environmental suitability for Zika virus. eLife 5:e15272.

Newcomb, J., T. Harrington, and S. Aldrich. 2011. The economic impact of seleted infectious disease outbreaks. Cambridge, MA: Bio Economic Research Associates.

Pigott, D. M., R. E. Howes, A. Wiebe, K. E. Battle, N. Golding, P. W. Gething, S. F. Dowell, T. H. Farag, A. J. Garcia, A. M. Kimball, L. K. Krause, C. H. Smith, S. J. Brooker, H. H. Kyu, T. Vos, C. J. Murray, C. L. Moyes, and S. I. Hay. 2015. Prioritising infectious disease mapping. PLoS Neglected Tropical Diseases 9(6):e0003756.

PREDICT Consortium. 2014. Reducing pandemic risk, promoting global health. Davis, CA: One Health Institute, University of California, Davis.

Sadilek, A., H. Kautz, and V. Silenzio. 2012. Predicting disease transmission from geo-tagged micro-blog data. Proceedings of the Twenty-Sixth Association for the Advancement of Artificial Intelligence Conference on Artificial Intelligence. Palo Alto, CA.

Sadilek, A., H. Kautz, L. DiPrete, B. Labus, E. Portman, J. Teitel, and V. Silenzio. 2016. Deploying nEmesis: Preventing foodborne illness by data mining social media. Paper presented at Twenty-Eighth Annual Conference on Innovative Applications of Artificial Intelligence.

Smith, D. B., W. F. Cannon, L. G. Woodruff, F. Solano, J. E. Kilburn, and D. L. Fey. 2013. Geochemical and mineralogical data for soils of the conterminous United States. U.S. Geological Survey Data Series 801. http://pubs.usgs.gov/ds/801 (accessed September 27, 2016).

Sparks, M., U. Chukwuma, R. Clifford, E. Milburn, P. Waterman, C. Neumann, M. Julius, M. Hinkle, and E. Lesho. 2015. Relations of β-lactam consumption, methicillin susceptibility and geographical origin with therapeutically problematic, vancomycin-susceptible Staphylococcus aureus isolates in the military health system. Open Forum Infectious Diseases 2(Suppl 1):S304.

Upfill-Brown, A. M., H. M. Lyons, M. A. Pate, F. Shuaib, S. Baig, H. Hu, P. A. Eckhoff, and G. Chabot-Couture. 2014. Predictive spatial risk model of poliovirus to aid prioritization and hasten eradication in Nigeria. BMC Medicine 12:92.

USAID (U.S. Agency for International Development). 2016. Emerging pandemic threats. https://www.usaid.gov/news-information/fact-sheets/emerging-pandemic-threats-program (accessed June 2, 2016).

Vayena, E., M. Salathé, L. C. Madoff, and J. S. Brownstein. 2015. Ethical challenges of big data in public health. PLoS Computational Biology 11(2):e1003904.

White, R. W., S. Wang, A. Pant, R. Harpaz, P. Shukla, W. Sun, W. DuMouchel, and E. Horvitz. 2016. Early identification of adverse drug reactions from search log data. Journal of Biomedical Informatics 59:42–48.

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