Shyam Visweswaran, 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

Kane-Gill SL, Visweswaran S, Saul MI, Wong AK, Penrod LE, Handler SM. Computerized detection of adverse drug reactions in the medical intensive care unit. International Journal of Medical Informatics, 2011 Aug;80(8):570-8. Epub 2011 May 31. PMCID: PMC3139253, DOI: http://dx.doi.org/10.1016/j.ijmedinf.2011.04.005

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

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, 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

Visweswaran, S, Angus, DC, Hsieh, M, Weissfeld, L, Yealy, D, Cooper, GF. Learning patient-specific predictive models from clinical data. Journal of Biomedical Informatics [Published online ahead of print May 5 2010] PMID: 20450985

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

Gopalakrishnan, V, Lustgarten, JL, Visweswaran, S, Cooper, GF. Bayesian rule learning for biomedical data mining. Bioinformatics. 2010 Mar 1;26(5):668-75. PMID: 20080512 PMCID: PMC285221

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  

Hauskrecht, M, Valko, M, Batal, I, Clermont, G, Visweswaran, S, Cooper, GF. Conditional outlier detection for clinical alerting. In: Proceedings of the Fall Symposium of the American Medical Informatics Association (Nov 2010).

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