Shyam Visweswaran, MD, PhD

Kimmel, C, Lustgarten, J, Handler, SM, Wong, AI, Visweswaran, S. Identifying interacting environmental factor – gene pairs. In: Proceedings of the 5th International Symposium on Bio- and Medical Informatics and Cybernetics (BMIC 2011) (July 2011).

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, Neapolitan RE, Barmada MM, Visweswaran S. Learning genetic epistasis using Bayesian network scoring criteria. BMC Bioinformatics 2011 Mar 31;12:89. doi: 10.1186/1471-2105-12-89. PMID: 21453508. PMCID: PMC3080825.

Jiang X, Visweswaran S, Neapolitan RE. 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. Genet Epidemiol. 2010 Sep;34(6):575-81. doi: 10.1002/gepi.20514. PMID: 20568290. PMCID: PMC3931553.

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  

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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