Shyam Visweswaran, MD, PhD

Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery
Eric V. Strobl, Kun Zhang, Shyam Visweswaran, - arXiv preprint arXiv:1702.03877, 2017

Shyam Visweswaran, Jessica Tenenbaum,  Ramkiran Gouripeddi at  Informatics Implementation - 2016 Joint Summits, March 2016

Hauskrecht M, Batal I, Hong C, Nguyen Q, Cooper GF, Visweswaran S, Clermont G. Outlier-based detection of unusual patient-management actions: An ICU study. Journal of Biomedical Informatics (2016) Oct 5  pii: S1532-0464(16)30135-6. doi: http://dx.doi.org/10.1016/j.jbi.2016.10.002 PMID: 27720983

Arturo López Pineda, Ye Ye, Shyam Visweswaran, Gregory F. Cooper, Michael M. Wagner, Fuchiang Rich Tsui. Comparison of Machine Learning Classifiers for Influenza Detection from Emergency Department Free-text Reports. Journal of Biomedical Informatics. Available online 16 September 2015, ISSN 1532-0464. PMID: 26385375

http://dx.doi.org/10.1016/j.jbi.2015.08.019.(http://www.sciencedirect.com/science/article/pii/S1532046415001872)

Ogoe, HA, Visweswaran, S, Lu, X, Gopalakrishnan, V.  (2015) Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data.  BMC Bioinformatics 16:226 (designated as a Highly Accessed paper) PMID: 26202217 PMCID: PMC4512094

Visweswaran S, Ferreira A, Cooper GF. Personalized modeling for prediction with decision-path models. PLoS One. 2015 Jun 22;10(6):e0131022 PMID: 26098570 PMCID: PMC4476684

Eric Strobl, Shyam Visweswaran. Markov boundary discovery with ridge regularized linear models. Journal of Causal Inference. ISSN (Online) 2193-3685, ISSN (Print) 2193-3677, DOI: 10.1515/jci-2015-0011, November 2015

Jordan, R, Visweswaran, S, Gopalakrishnan, V. Semi-automated literature mining to identify putative biomarkers of disease from multiple biofluids. J Clin Bioinformatics. 2014, 4:13. PMID: 25379168 PMCID: PMC4215335.

Jiang X, Visweswaran S, Neapolitan RE. Scoring and Searching Bayesian Network Models of Gene-Phenotype Association. In: Sinoquet C, Mourad R, editors. Probabilistic Graphical Models for Genetics, Genomics and Postgenomics. Oxford University Press, 2014

Chapter 11

Jiang X, Visweswaran S, Neapolitan RE. Mining Epistatic Interactions from High-Dimensional Data Sets Using Bayesian Networks. In: Holmes D, Jain L, editors. Foundations and Intelligent Paradigms-3. Berlin, Heidelberg: Springer-Verlag, 2011.

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