Gregory Cooper, MD, PhD

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

Tsui F-C, Wagner MM, Cooper G, Que 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 JU, 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 J Public Health Inform. 2011;3(3) doi: 10.5210/ojphi.v3i3.3798. 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.

Batal I, Valizadegan H, Cooper GF, Hauskrecht M. A pattern mining approach for classifying multivariate temporal data. In: Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (2011) 358-365. PMCID: PMC3261774. PMID: 22267987.

Jiang X, Cooper GF. A Bayesian spatio-temporal method for disease outbreak detection. Journal of the American Medical Informatics Association 17 (2010) 462-471. PMID: 20595315PMC2995651.

Neill DB, Cooper GF.  A multivariate Bayesian scan statistic for early event detection and characterization.  Machine Learning 79 (2010) 261-282.  Publication not directly supported by NIH

Gopalakrishnan V, Lustgarten JL, Visweswaran S, Cooper GF. Bayesian rule learning for biomedical data mining. Bioinformatics 26 (2010) 668-675. Doi:10.1093/bioinformatics/btq005.  PMID: 20080512PMC2852212.

Visweswaran S, Cooper GF.  Learning instance-specific predictive models. Journal of Machine Learning Research (2010) Dec; 11:3333-3369.  PMID; 25045325 PMC4102007 http://jmlr.csail.mit.edu/papers/volume11/visweswaran10a/visweswaran10a.pdf  

Shen Y, Cooper GF. Multivariate Bayesian modeling of known and unknown causes of events – An application to biosurveillance.  Journal of Computer Methods and Programs in Biomedicine 107 (2010) 436-446. doi:10.1016/j.cmpb.2010.11.015  PMID: 21195503. Publication not directly supported by NIH.

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