April 2012 - The National Institute of General Medical Sciences awarded R01 funding to Drs. Wagner and Hogan to develop a standard computable language for the Apollo Web Services.

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Ye, Y., Tsui, F. R., Wagner, M., Espino, J. U. and Li, Q. (2014), "Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers", J Am Med Inform Assoc.
Wagner, M. M., Levander, J. D., Brown, S., Hogan, W. R., Millett, N. and Hanna, J. (2013), "Apollo: giving application developers a single point of access to public health models using structured vocabularies and Web services", AMIA Annu Symp Proc, 2013: 1415--1424.
Liu, T. Y., Sanders, J. L., Tsui, F. C., Espino, J. U., Dato, V. M. and Suyama, J. (2013), "Association of over-the-counter pharmaceutical sales with influenza-like-illnesses to patient volume in an urgent care setting", PLoS ONE, 8, 3: e59273.
Villamarin, R., Cooper, G., Wagner, M., Tsui, F. C. and Espino, J. U. (2013), "A method for estimating from thermometer sales the incidence of diseases that are symptomatically similar to influenza", J Biomed Inform, 46, 3: 444--457.
Sverchkov, Y., Jiang, X. and Cooper, G. F. (2012), "Spatial cluster detection using dynamic programming", BMC Med Inform Decis Mak, 12: 22.
Lee, B. Y., Tai, J. H., McGlone, S. M., Bailey, R. R., Wateska, A. R., Zimmer, S. M., Zimmerman, R. K. and Wagner, M. M. (2012), "The potential economic value of a 'universal' (multi-year) influenza vaccine", Influenza Other Respi Viruses, 6, 3: 167--175.
Que, J. and Tsui, F. C. (2012), "Spatial and Temporal Algorithm Evaluation for Detecting Over-The-Counter Thermometer Sale Increases during 2009 H1N1 Pandemic", Online J Public Health Inform, 4, 1.
Rexit, R., Tsui, Fuchiang, Espino, J., Wesaratchakit, S., Ye, Ye and Chrysanthis, P.K. (2012), "Using a distributed search engine to identify optimal product sets for use in an outbreak detection system", Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), 2012 8th International Conference on: 560-566.
Wagner, M., Cooper, G., Tsui, Fuchiang, Espino, J.U., Harkema, H., Levander, J., Villamarin, R., Millett, N., Brown, S.T. and Gallaggher, A. (2012), "A Decision-Theoretic Model of Disease Surveillance and Control and a Prototype Implementation for the Disease Influenza", Data Engineering Workshops (ICDEW), 2012 IEEE 28th International Conference on: 49-54.
Lee, B. Y., Stalter, R. M., Bacon, K. M., Tai, J. H., Bailey, R. R., Zimmer, S. M. and Wagner, M. M. (2011), "Cost-effectiveness of adjuvanted versus nonadjuvanted influenza vaccine in adult hemodialysis patients", Am. J. Kidney Dis., 57, 5: 724--732.
Jiang, X., Barmada, M. M., Cooper, G. F. and Becich, M. J. (2011), "A bayesian method for evaluating and discovering disease loci associations", PLoS ONE, 6, 8: e22075.
Wagner, M., Tsui, F., Cooper, G., Espino, J. U., Harkema, H., Levander, J., Villamarin, R., Voorhees, R., Millett, N., Keane, C., Dey, A., Razdan, M., Hu, Y., Tsai, M., Brown, S., Lee, B. Y., Gallagher, A. and Potter, M. (2011), "Probabilistic, Decision-theoretic Disease Surveillance and Control", Online J Public Health Inform, 3, 3.
Tsui, F., Wagner, M., Cooper, G., Que, J., Harkema, H., Dowling, J., Sriburadej, T., Li, Q., Espino, J. U. and Voorhees, R. (2011), "Probabilistic case detection for disease surveillance using data in electronic medical records", Online J Public Health Inform, 3, 3.
Que, J. and Tsui, F. C. (2011), "Rank-based spatial clustering: an algorithm for rapid outbreak detection", J Am Med Inform Assoc, 18, 3: 218--224.
Shen, Y. and Cooper, G. F. (2010), "A new prior for bayesian anomaly detection: application to biosurveillance", Methods Inf Med, 49: 44--53.
Jiang, X. and Cooper, G. F. (2010), "A Bayesian spatio-temporal method for disease outbreak detection", J Am Med Inform Assoc, 17, 4: 462--471.
Chapman, W. W., Dowling, J. N., Baer, A., Buckeridge, D. L., Cochrane, D., Conway, M. A., Elkin, P., Espino, J., Gunn, J. E., Hales, C. M., Hutwagner, L., Keller, M., Larson, C., Noe, R., Okhmatovskaia, A., Olson, K., Paladini, M., Scholer, M., Sniegoski, C., Thompson, D. and Lober, B. (2010), "Developing syndrome definitions based on consensus and current use", J Am Med Inform Assoc, 17, 5: 595--601.
Jiang, X., Wallstrom, G., Cooper, G. F. and Wagner, M. M. (2009), "Bayesian prediction of an epidemic curve", J Biomed Inform, 42: 90--99.
Shen, Y. and Cooper, G. F. (2009), "Bayesian modeling of unknown diseases for biosurveillance", AMIA Annu Symp Proc, 2009: 589--593.
Jiang, X., Cooper, G. F. and Neill, D. B. (2009), "Generalized AMOC curves for evaluation and improvement of event surveillance", AMIA Annu Symp Proc, 2009: 281--285.
Wu, T.S., Shih, F.Y., Yen, M.Y., Wu, J.S., Lu, S.W., Chang, K.C., Hsiung, C., Chou, J.H., Chu, Y.T., Chang, H., Chiu, C.H., Tsui, F.C., Wagner, M.M., Su, I.J. and King, C.C. (2008), "Establishing a nationwide emergency department-based syndromic surveillance system for better public health responses in Taiwan", BMC Public Health, 8: 18.
Shen, Y., Adamou, C., Dowling, J.N. and Cooper, G.F. (2008), "Estimating the joint disease outbreak-detection time when an automated biosurveillance system is augmenting traditional clinical case finding", J Biomed Inform, 41: 224--231.
WW, Chapman, JN, Dowling and G, Hripcsak (2007), "Evaluation of training with an annotation schema for manual annotation of clinical conditions from emergency department reports", Int J Med Inform.
GL, Wallstrom and WR, Hogan (2007), "Unsupervised clustering of over-the-counter healthcare products into product categories", J Biomed Inform.
WR, Hogan, GF, Cooper, GL, Wallstrom, MM, Wagner and JM, Depinay (2007), "The Bayesian aerosol release detector: An algorithm for detecting and characterizing outbreaks caused by an atmospheric release of Bacillus anthracis", Stat Med.
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