Gregory Cooper, MD, PhD

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.

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.

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: 20595315  PMC2995651

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: 20080512  PMC2852212

Visweswaran S, Cooper GF.  Learning instance-specific predictive models. Journal of Machine Learning Research (2010) Dec; 11:3333-3369.  PMID; 25045325 PMC4102007  

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.

Cooper GF, Hennings-Yeomans P, Visweswaran S, Barmada M. An efficient Bayesian method for predicting clinical outcomes from genome-wide data. In: Proceedings of the Annual Symposium of the American Medical Informatics Association (2010) 127-131. PMID: 21346951 PMC3041321