Gregory Cooper, MD, PhD

Jiang X, Cooper GF.  A real-time temporal Bayesian architecture for event surveillance and its application to patient-specific multiple disease outbreak detection. Data Mining and Knowledge Discovery (2010). DOI: 10.1007/s10618-009-0151-4.  

Jiang X, Cooper G. Joint SNP analysis using a breast cancer GWAS data set. In: Proceedings of Cancer Informatics Workshop. Cancer Informatics Workshop; 2010; Cambridge UK 2010.

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. J Biomed Inform. 2009 Feb; 42(1):90-9. doi: 10.1016/j.jbi.2008.05.013. Epub 2008 Jun 13.  PMID: 18593605.  

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.

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