Shyam Visweswaran, MD, PhD

Seymour CW, Kennedy JN, Wang S, Chang CH, Elliott CF, Xu Z, Berry S, Clermont G, Cooper G, Gomez H, Huang DT, Kellum JA, Mi Q, Opal SM, Talisa V, van der Poll T, Visweswaran S, Vodovotz Y, Weiss JC, Yealy DM, Yende S, Angus DC. Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis. JAMA. 2019 May 19. doi: 10.1001/jama.2019.5791. [Epub ahead of print] PubMed PMID: 31104070.

Trivedi G, Hong C, Dadashzadeh ER, Handzel RM, Hochheiser H, Visweswaran S. Identifying incidental findings from radiology reports of trauma patients: An evaluation of automated feature representation methods. International Journal of Medical Informatics. 2019 May. [Epub ahead of print} doi: 10.1016/j.ijmedinf.2019.05.21

Jabbari F, Viswewaran S, Cooper GF. Instance-Specific Bayesian Network Structure Learning. Proceedings of Machine Learning Research. 2018 Sep;72:169-180.  PMID: 30775723. PMCID: PMC6376975.

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.

King AJ, Cooper GF, Hochheiser H, Clermont G, Hausrecht M, Visweswaran S. Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System. AMIA Annual Symp Proc. 2018 Dec 5;2018:673-682. eCollection 2018. PubMed PMID: 30815109. PMCID: PMC6371238.

Visweswaran S, Becich MJ, D'Itri VS, Sendro ER, MacFadden D, Anderson NR, Allen KA, Ranganathan D, Murphy SN, Morrato EH, Pincus HA, Toto R, Firestein GS, Nadler LM, Reis SE. Accrual to Clinical Trials (ACT): A Clinical and Translational Science Award Consortium Network. JAMIA Open. 2018 Oct;1(2):147-152. doi: 10.1093/jamiaopen/ooy033. Epub 2018 Aug 21. PMID: 30474072. PMCID: PMC6241502.

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.

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

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

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.

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