Gregory Cooper, MD, PhD

Shen Y, Cooper GF.  A New Prior for Bayesian Anomaly Detection—Application to Biosurveillance.  Accepted by Methods of Information in Medicine July 2009 (to appear).

Jiang X, Wallstrom G, Cooper GF, Wagner MM.  Bayesian prediction of an epidemic curve.  Journal of Biomedical Informatics 42 (2009) 90-99.  PMID: 18593605.  Publication not directly supported by NIH.

Jiang X, Neill DB, Cooper GF.  Generalized AMOC curves for evaluation and improvement of event surveillance.  In: Proceedings of the Annual Symposium of the American Medical Informatics Association (2009) 281-285. PMID: 20351865 PMC2815453.

Shen Y, Cooper GF.  Bayesian modeling of unknown disease for biosurveillance. In: Proceedings of the Annual Symposium of the American Medical Informatics Association (2009) 589-593.  PMID: 20351923 PMC2815446.

Neill DB, Cooper GF, Das K, Jiang X, Schneider J. Bayesian Networks Scan Statistics for Multivariate Pattern Detection. In: Glaz J, Pozdnyakov V, Wallenstein S, editors. Scan Statistics - Methods and Applications. Birkhauser, 2009.

Dara J, Dowling JN, Travers D, Cooper GF, Chapman WW. Evaluation of preprocessing techniques for chief complaint classification. Journal of Biomedical Informatics 41 (2008) 612-623.  PMID: 18166502

Valko M, Cooper G, Seybert A, Visweswaran S, Hauskrecht M.  Conditional anomaly detection methods for patient-management alert systems.  In: Proceedings of the Workshop on Machine Learning in Health Care Applications of the 25th International Conference on Machine Learning (2008).

Sutovsky P, Cooper GF. Hierarchical explanation of inference in Bayesian networks that represent a population of independent agents. In: Proceedings of the European Conference on Artificial Intelligence (2008) 214-218.

Shen Y, Adamou C, Dowling JN, Cooper GF. Estimating the joint disease outbreak-detection time when an automated biosurveillance system is augmenting traditional clinical case finding. Journal of Biomedical Informatics 41 (2008) :224-231.  PMID:  18194876. Publication not directly supported by NIH.

Wadhwa R, Fridsma DS, Saul MI, Penrod LE, Visweswaran S, Cooper GF, Chapman W. Analysis of a failed clinical decision support system for management of congestive heart failure. In: Proceedings of the Annual Symposium of the American Medical Informatics Association (2008) 773-777. PMID:18999183 PMC2655961

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