Xia Jiang, PhD

Jiang, X., S. Visweswaran, and R.E. Neapolitan, `Mining Epistatic Interactions from High-Dimensional Data Sets Using Bayesian Networks,' in Holmes, D. and L. Jain (Eds.): Foundations and Intelligent Paradigms--3, Springer-Verlag, Berlin Heidelberg, 2011, DOI: 10.1007/978-3-642-23151-3_9

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

Jiang X, Barmada MM, Visweswaran S. Identifying genetic Interactions in genome-wide data using Bayesian networks. Genetic Epidemiology. [Published online ahead of print June 21 2010] PMID: 20568290

Jiang X, Neapolitan RE, Barmada M, Visweswaran S, Cooper GF.   A fast algorithm for learning epistatic genomic relationships.  In: Proceedings of the Annual Symposium of the American Medical Informatics Association (2010) 341-345. PMID: 21346997 PMC3041370

Jiang, X., D.B. Neill, and G.F. Cooper,  On the robustness of Bayesian network based spatial event surveillance. International Journal of Approximate Reasoning, 51 (2010) p 224-239.  http://dx.doi.org/10.1016/j.ijar.2009.01.001

Jiang X, Neill DB, Cooper GF.  A Bayesian network model for spatial event surveillance. International Journal of Approximate Reasoning (2010) 51:224-239.  doi: ttp://dx.doi.org/10.1016/j.ijar.2009.01.001. Publication not directly supported by NIH.

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

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.  Publication not directly supported by NIH.

Jiang X, Wallstrom G, Cooper GF, Wagner MM.  Bayesian prediction of an epidemic curve.  Journal of Biomedical Informatics 42 (2009) 90-99.  PMID: 18593605.  Publication not directly supported by NIH.

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.

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