Shyam Visweswaran, MD, 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, 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

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

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

Wang, J, Day, R, Visweswaran, S, Hogan, W. The use of semantic distance metrics to support ontology. In: Proceedings of the Fall Symposium of the American Medical Informatics Association (Nov 2010)

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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