Shyam Visweswaran, MD, PhD

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).

Lustgarten, JL, Visweswaran, S, Hogan, WR, Gopalakrishnan, V. Knowledge-based variable selection for rule learning on proteomic data. BMC Bioinformatics. 2009 Sep 17;10 Suppl 9:S16. PMID: 19761570 PMCID: PMC2745687

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).

Grover, H, Lustgarten, JL, Visweswaran, S, Gopalakrishnan, V. Improving peptide identification via validation with intensity-based modeling of tandem mass spectra. In: Proceedings of the International Conference on Bioinformatics, Computational Biology, Genomics and Chemoinformatics (BCBGC-08) (July 2008).

Lustgarten, JL, Visweswaran, S, Grover, H, Gopalakrishnan, V. An evaluation of discretization methods for learning rules from biomedical datasets. In: Proceedings of the International Conference on Bioinformatics and Computational Biology (BIOCOMP-08) (July 2008).

Lustgarten, JL, Gopalakrishnan, V, Grover, H, Visweswaran, S. Improving classification performance with discretization on biomedical datasets. In: Proceedings of the Fall Symposium of the American Medical Informatics Association (Nov 2008) 445-9. PMID: 18999186 PMCID: PMC2656082

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