Shyam Visweswaran, MD, PhD

A Novel Representation of Vaccine Efficacy Trial Datasets for Use in Computer Simulation of Vaccination Policy

Tajgardoon M, Wagner MM, Visweswaran S, Zimmerman RK. A Novel Representation of Vaccine Efficacy Trial Datasets for Use in Computer Simulation of Vaccination Policy. AMIA Jt Summits Transl Sci Proc. 2018 May 18;2017:389-398. eCollection 2018. PubMed PMID: 29888097. PMCID: PMC5961808.

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

King AJ, Hochheiser H, Visweswaran S, Clermont G, Cooper GF. Eye-tracking for Clinical Decision Support: A Method to Capture Automatically What Physicians Are Viewing in the EMR. AMIA Jt Summits Transl Sci Proc. 2017 Jul 26;2017:512-521. eCollection 2017. PMID: 28815151. PMCID: PMC5543363.

Enabling Comprehension of Patient Subgroups and Characteristics in Large Bipartite Networks: Implications for Precision Medicine

Bhavnani SK, Chen T, Ayyaswamy A, Visweswaran S, Bellala G, Rohit D, Kevin E B. Enabling Comprehension of Patient Subgroups and Characteristics in Large Bipartite Networks: Implications for Precision Medicine. AMIA Jt Summits Transl Sci Proc. 2017 July 26; 2017: 21-29. eCollection 2017. PMID: 28815099. PMCID: PMC5543363. 

Methylation differences reveal heterogeneity in preterm pathophysiology: results from bipartite network analyses

Bhavani SK, Dang B, Kilaru V, Caro M, Visweswaran S, Saade G, Smith AK, Menon R. Methylation differences reveal heterogeneity in preterm pathophysiology: results from bipartite network analyses. J Perinat Med. 2017 Jun 30. pii: /j/jpme.ahead-of-print/jpm-2017-0126/jpm-2017-0126.xml. doi: 10.1515/jpm-2017-0126. [Epub ahead of print]. PMID: 28665803. 

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

Castro SM, Tseytlin E, Medvedeva O, Mitchell K, Visweswaran S, Bekhuis T, Jacobson RS. Automated annotation and classification of BI-RADS assessment from radiology reports, J Biomed Inform. 2017 May;69:177-187. doi: 10.1016/j.jbi.2017.04.011. Epub 2017 Apr 18. PMID: 28428140. PMCID: PMC5706448.

The Building Blocks of Interoperability. A Multisite Analysis of Patient Demographic Attributes Available for Matching

Culbertson A, Goel S, Madden MB, Safaeinili N, Jackson KL, Carton T, Waitman R, Liu M, Krishnamurthy A, Hall L, Cappella N, Visweswaran S, Becich MJ, Applegate R, Bernstam E, Rothman R, Matheny M, Lipori G, Bian J, Hogan W, Bell D, Martin A, Grannis S, Klann J, Sutphen R, O’Hara AB, Kho A. The Building Blocks of Interoperability. A Multisite Analysis of Patient Demographic Attributes Available for Matching. Appl Clin Inform. 2017 Apr 5;8(2):322-336. doi: 10.4338/ACI-2016-11-RA-0196. PMID: 28378025.

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. Data (Basel).  2017 Mar;2(1). pii: 5. Epub 2017 Jan 18. PMID: 28331847.  PMCID: PMC5358670.  DOI: 10.3390/data2010005.

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

Strobl EV, Visweswaran S. Approximate Kernel-based Conditional Independence Tests for Fast Non-Parametric Causal Discovery. 2017. arXiv:1702.03877.

Translational bioinformatics in mental health: open access data sources and computational biomarker discovery

Tenenbaum JD, Bhuvaneshwar K, Gagliardi JP, Fultz Hollis K, Jia P, Ma L, Nagarajan R, Rakesh G, Subbian V, Visweswaran S, Zhao Z, Rozenblit L. Translational bioinformatics in mental health: open access data sources and computational biomarker discovery. Brief Bioinform. 2017 Nov 27. doi: 10.1093/bib/bbx157. [Epub ahead of print] PMID: 29186302

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

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