Shyam Visweswaran, MD, PhD

Stokes ME, Barmada MM, Kamboh MI, Visweswaran S. The application of network label propagation to rank biomarkers in genome-wide Alzheimer's data. BMC Genomics. 2014 Apr 14;15(1):282. PMID: 24731236

Bhavnani SK, Dang B, Caro M, Bellala G, Visweswaran S, Asuncion M, Divekar R. Heterogeneity within and across pediatric pulmonary infections: From bipartite networks to at-risk subphenotypes. In: Proceedings of the 2014 AMIA Summit on Translational Bioinformatics (Apr 2014).

Aflakparast M, Salimi H, Gerami A, Dubé M-P, Visweswaran S, Masoudi-Nejad A. Cuckoo search epistasis: A new method for exploring significant genetic interactions. Heredity, 2014 Feb 19; doi: 10.1038/hdy.2014.4. PMID: 24549111

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.

Pineda, A. L., Tsui, F.-C., Visweswaran, S., & Cooper, G. F. (2013). Detection of Patients with Influenza Syndrome Using Machine-Learning Models Learned from Emergency Department Reports. Online Journal of Public Health Informatics, 5(1), e41.

Kalamangalam GP, Pestana Knight EM, Visweswaran S, Gupta A. Noninvasive predictors of subdural grid seizure localization in children with nonlesional focal epilepsy. Journal of Clinical Neurophysiology. 2013 Feb;30(1):45-50. PMID: 23377441

Strobl EV, Visweswaran S. Deep multiple kernel learning. In: Proceedings of the 12th International Conference on Machine Learning and Applications (ICMLA'13), Miami, FL. (Dec 2013).

Ferreira A, Cooper GF, Visweswaran S.  Decision path models for patient-specific modeling of patient outcomes.  In: Proceedings of the Annual Symposium of the American Medical Informatics Association (2013) 413-21. PMID: 24551347. PMCID: PMC3900188

Chad Kimmel, Shyam Visweswaran. 

An algorithm for network-based gene prioritization that encodes knowledge both in nodes and in links.  PLoS One, 2013 Nov 19; 8(11):e79564 doi: 10.137/journal.pone.0079564. PMID: 24260251

http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0079564

Hauskrecht M, Visweswaran S, Cooper GF, Clermont G.  Data-driven identification of unusual clinical actions in the ICU.   In: Proceedings of the Annual Symposium of the American Medical Informatics Association (2013).

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