Gregory Cooper, MD, PhD

Sverchkov Y, Jiang X, Cooper GF.  Spatial cluster detection using dynamic programming. BMC Medical Informatics & Decision Making 12:22(2012).  Doi:10.1186/1472-6947-12-22.  PMID: 22443103. PMC: PMC3403878

Sverchkov Y, Visweswaran S, Clermont G, Hauskrecht M, Cooper GF. A multivariate probabilistic method for comparing two clinical datasets. In: Proceedings of the ACM International Health Informatics Symposium (2012) 795-800.

Batal I, Cooper G, Hauskrecht M. A Bayesian scoring technique for mining predictive and non-spurious rules. Machine Learning and Knowledge Discovery in Databases 7524 (2012) 260-276.  PMID: 25938136 PMC4416489

Jiang X, Barmada MM, Cooper GF, Becich MJ. A Bayesian method for evaluating and discovering disease loci associations. PLoS ONE 6 (2011). PMID: 21853025 PMC3154195

Wei W, Visweswaran S, Cooper GF. The application of naive Bayes model averaging to predict Alzheimer’s disease from genome-wide data. Journal of the American Medical Informatics Association (2011) Jul 1; 18(4): 370-5.  PMID: 21672907 PMCID: PMC3128400.

Lustgarten JL, Visweswaran S, Gopalakrishnan V, Cooper GF. Application of an efficient Bayesian  discretization method to biomedical data. BMC Bioinformatics 12 (2011) 309 http://www.biomedcentral.com/1471-2105/12/309.   PMID: 21798039 PMC3162539

Jiang, X., R.E. Neapolitan, M.M. Barmada, S.Visweswaran. Learning genetic epistasis using Bayesian network scoring criteria. BMC Bioinformatics; 2011: 12(89). PMID: 21453508

Tsui F-CWagner MMCooper GQue J, Harkema H,  Dowling J, Sriburadej T,  Li Q, Espino JU, Voorhees R.  Probabilistic case detection for disease surveillance using data in electronic medical records.  Online J Public Health Inform.  2011 Dec;3(3) Epub 2011 Dec 22.  PubMed PMID: 23569615.  PMCID:PMC3615792.

Wagner M, Tsui F, Cooper G, Espino J, Harkema H, Levander J, Villamarin R, Voorhees R, Millett N, Keane C, Dey A, Razdan M, Hu Y, Tsai M, Brown S, Lee BY, Gallagher A, Potter M. Probabilistic, Decision-theoretic Disease Surveillance and Control. Online Journal of Public Health Informatics 3 2011 Dec;3(3) Epub 2011 Dec 22.  PubMed PMID:  23569617.  PMCID:PMC3615794.

Valko M, Kveton B, Valizadegan H,  Cooper GF, Hauskrecht M. Conditional anomaly detection with soft harmonic functions. In: Proceedings of the International Conference on Data Mining (2011) 735-743.

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