Gregory Cooper, MD, PhD

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 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.

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

Visweswaran S, Mezger J, Clermont G, Hauskrecht M, Cooper GF. Identifying deviations from usual medical care using a statistical approach. In: Proceedings of the Annual Symposium of the American Medical Informatics Association (2010) 827-831. PMID: 21347094 PMC3041340

Hauskrecht M, Valko M, Batal I, Clermont G, Visweswaran S, Cooper GF. Conditional outlier detection for clinical alerting. In: Proceedings of the Annual Symposium of the American Medical Informatics Association (2010) 286-290. PMID: 21346986 PMC3041310

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