Shyam Visweswaran, MD, PhD

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

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. Journal of the American Medical Association ( 2019). doi:10.1001/jama.2019.5791. PMID: 31104070 PMCID: PMC6537818

King A, Cooper GF, Clermont G, Hochheiser H, Hauskrecht M, Sittig DF, Visweswaran S. Using machine learning to selectively highlight patient information. Journal of Biomedical Informatics.  2019; Oct 29;100:103327. DOI: 1016/j.jbi.2019.103329. 

 

Trivedi G, Dadashzadeh ER, Handzel RM, Chapman WW, Visweswaran S, Hochheiser H. Interactive NLP in clinical care: Identifying incidental findings in radiology reports. Applied Clinical Informatics. 2019 10:04 doi:10.1055/s-0039.1695791. PMID: 31286058 PMCID: PMC6727024

Strobl EV, Spirtes PL, Visweswaran S.  Estimating and Controlling the False Discovery Rate of the PC Algorithm Using Edge-Specific P-Values.  AMC Transactions on Intelligent Systems and Technology. 2019 Oct 10:10(5):46.

Mohammadamin Tajgardoon, Malarkodi J. Samayamuthu, Luca Calzoni, Shyam Visweswaran.  Patient-Specific Explanations for Predictions of Clinical OutcomesApplied Clinical Informatics (ACI) Journal.  2019; 03(02): e88-e97. DOI: 10.1055/s-0039-1697907.

Jabbari F, Viswewaran S, Cooper GF. Instance-Specific Bayesian Network Structure Learning. Proceedings of the International Conference on Probabilistic Graphical Models (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.

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