Shyam Visweswaran, MD, PhD

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).

Wadhwa R, Fridsma DS, Saul MI, Penrod LE, Visweswaran S, Cooper GF, Chapman W. Analysis of a failed clinical decision support system for management of congestive heart failure. In: Proceedings of the Annual Symposium of the American Medical Informatics Association (2008) 773-777. PMID:18999183 PMC2655961

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

Handler, SM, Hanlon, JT, Perera, S, Saul, MI, Fridsma, DB, Visweswaran, S, Studenski, SA, Roumani, YF, Castle, NG, Nace, DA, Becich, MJ. Assessing the performance characteristics of signals used by a clinical event monitor to detect adverse drug reactions in the nursing home. In: Proceedings of the Fall Symposium of the American Medical Informatics Association (Nov 2008) 278-82. PMID: 18998853 PMCID: PMC2656060

Wadhwa R, Fridsma DB, Saul MI, Penrod LE, Visweswaran S, Cooper GF, Chapman W. Analysis of a failed clinical decision support system for management of congestive heart failure. In: Proceedings of the Fall Symposium of the American Medical Informatics Association (Nov 2008) 773-7. PMID: 18999183. PMCID: PMC2655961.

Lustgarten, JL, Gopalakrishnan, V, Hogan, WR, Visweswaran, S. Improving a knowledge base for use in proteomic data analysis. In: Intelligent Data Analysis in bioMedicine And Pharmacology (IDAMAP-08) (Nov 2008).

Hauskrecht M, Valko M, Kveton B, Visweswaran S, Cooper GF. Evidence-based anomaly detection in clinical domains. In: Proceedings of the Fall Symposium of the American Medical Informatics Association (2007) 319-232.  PMID:  18693850PMC2655918

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