Shyam Visweswaran, MD, PhD

Hauskrecht M, Batal I, Valko M, Visweswaran SCooper GF, Clermont G. Outlier-detection for patient monitoring and alerting. Journal of Biomedical Informatics 46 (2013) 47-55. PMID: 22944172. PMCID: PMC3567774

Strobl, EV, Eack, SM, Swaminathan, V, Visweswaran, S. Predicting the risk of psychosis onset: Advances and prospects. Early Intervention in Psychiatry. 2012 Jul 8. PMID: 22776068

Bhavnani, SK, Bellala, G, Victor, S, Bassler, K, Visweswaran, S. The role of complementary bipartite visual analytical representations in the analysis of SNPs: A case study in ancestral informative markers. Journal of the American Medical Informatics Association. 2012 Jun 1;19(e1):e5-e12. PMID: 22718038 PMCID: PMC3392853

Stokes, M, Visweswaran, S. Application of a spatially-weighted Relief algorithm for ranking genetic predictors of disease. BioData Mining. 2012 Dec 3;5(1):20. doi: 10.1186/1756-0381-5-20. PMID: 23198930. PMCID: PMC3554553.

Sverchkov Y, Visweswaran S, Clermont G, Hauskrecht M, Cooper GF. A multivariate probabilistic method for comparing two clinical datasets. In: Proceedings of the ACM International Health Informatics Symposium (2012) 795-800.

Wei W, Visweswaran S, Cooper GF. The application of naive Bayes model averaging to predict Alzheimer’s disease from genome-wide data. Journal of the American Medical Informatics Association (2011) Jul 1; 18(4): 370-5.  PMID: 21672907 PMCID: PMC3128400.

Lustgarten JL, Visweswaran S, Gopalakrishnan V, Cooper GF. Application of an efficient Bayesian  discretization method to biomedical data. BMC Bioinformatics 12 (2011) 309   PMID: 21798039 PMC3162539

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:

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