Shyam Visweswaran, MD, PhD

Visweswaran S, Angus DC, Hsieh M, Weissfeld L, Yealy D, Cooper GF.  Learning patient-specific predictive models from clinical data.  Journal of Biomedical Informatics 43 (2010) 669-685.  PMID: 20450985 PMCID: PMC2933959.

Wang S, Hauskrecht, M, Visweswaran, S.Candidate gene prioritization using network based probabilistic models.  BMC Bioinformatics. (in press)

Lustgarten JL, Visweswaran S, Hogan WR, Gopalakrishnan V. Knowledge Based Variable Selection for Learning Rules from Proteomic Data. BMC Bioinformatics. 2009 Sep 17;10 Suppl 9:S16. PMID: 19761570 PMCID: PMC2745687.

Wong, AI, Stephens, SB, Aspinall, MB, Visweswaran, S, Hanlon, JT, Handler, SM. Assessing the quality of prescribing and monitoring erythropoiesis stimulating agents in the nursing home setting. Journal of the American Medical Directors. 2009 Jul;10(6):436-9. PMID: 19560723

Visweswaran, S, Wong, AI, Barmada, MM. A Bayesian method for identifying genetic interactions. In: Proceedings of the Fall Symposium of the American Medical Informatics Association (Nov 2009). 673-7. PMID: 20351939 PMCID: PMC2815434

Lustgarten JL, Gopalakrishnan V, Visweswaran S. Measuring stability of feature selection in biomedical datasets. In: Proceedings of the Fall Symposium of the American Medical Informatics Association (Nov 2009). 406-10. PMID: 20351889 PMCID: PMC2815476

Wang S, Hauskrecht, M, Visweswaran, S. Gene prioritization using a probabilistic knowledge model: A case study in Alzheimer’s disease. In: Proceedings of the IEEE-BIBM Workshop on Graph Techniques for Biomedical Networks (Nov 2009).

Kalamangalam, GP, Morris, HH, Mani, J, Lachhwani, DK, Visweswaran, S, Bingaman, WM. Noninvasive correlates of subdural grid electrographic outcome. Journal of Clinical Neurophysiology. 2009 Oct;26(5):333-41. PMID: 20168131

Wang, S, Visweswaran, S, Hauskrecht, M. Learning probabilistic knowledge model for document retrieval. In: Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (KDIR) (Oct 2009).

Valko M, Cooper G, Seybert A, Visweswaran S, Hauskrecht M.  Conditional anomaly detection methods for patient-management alert systems.  In: Proceedings of the Workshop on Machine Learning in Health Care Applications of the 25th International Conference on Machine Learning (2008).

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