Shyam Visweswaran, MD, PhD

Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR

King, A. J., Hochheiser, H., Visweswaran, S., Clermont, G., & Cooper, G. F. (2017). Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR. AMIA Summits on Translational Science Proceedings, 2017, 512–521.

Automated annotation and classification of BI-RADS assessment from radiology reports

Sergio M. Castro, Eugene Tseytlin, Olga Medvedeva, Kevin Mitchell, Shyam Visweswaran, Tanja Bekhuis, Rebecca S. Jacobson, Automated annotation and classification of BI-RADS assessment from radiology reports, Journal of Biomedical Informatics, Volume 69, May 2017, Pages 177-187, ISSN 1532-0464, https://doi.org/10.1016/j.jbi.2017.04.011. (http://www.sciencedirect.com/science/article/pii/S1532046417300813)
 

Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR

King AJ, Hochheiser, Visweswaran S, Clermont G, Cooper GF. Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR. Proceedings of the AMIA Joint Summit on Translational Science (2017). 

Learning Parsimonious Classification Rules from Gene Expression Data Using Bayesian Networks with Local Structure

Lustgarten JL, Balasubramanian JB, Visweswaran S, Gopalakrishnan V, Learning Parsimonious Classification Rules from Gene Expression Data Using Bayesian Networks with Local Structure.  2017 Mar;2(1). pii: 5. doi: 10.3390/data2010005. Epub 2017 Jan 18.    PMID: 28331847  PMCID:  PMC5358670  DOI: 10.3390/data2010005

Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery

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

Secondary Use of Data for Research - EHR, Omics and Environmental Data

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

On Predicting lung cancer subtypes using 'omic' data from tumor and tumor-adjacent histologically-normal tissue

Pineda AL, Ogoe HA, Balasubramanian JB, Rangel Escareño C, Visweswaran S, Herman JG, Gopalakrishnan V. On Predicting lung cancer subtypes using 'omic' data from tumor and tumor-adjacent histologically-normal tissue.  BMC Cancer. 2016 Mar 4;16:184. doi: 10.1186/s12885-016-2223-3. PMID:  26944944  PMCID:  PMC4778315  DOI: 10.1186/s12885-016-2223-3
 

Outlier-based detection of unusual patient-management actions: An ICU study. Journal of Biomedical Informatics

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

Comparison of Machine Learning Classifiers for Influenza Detection from Emergency Department Free-text Reports

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)

Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data

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

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