Shyam Visweswaran, MD, PhD

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).

LEARNING PATIENT-SPECIFIC MODELS FROM CLINICAL DATA

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 (Nov 2007) 319-23. PMID: 18693850

McEllistrem, MC, Adams, JM, Visweswaran, S, Khan S. Detection of very-high-level penicillin resistant variants of the Tennessee 23F-4 clone via single and serial transformations with four serotype 19A international pneumococcal clones. Microb Drug Resist 2005 Fall;11(3) 271-8. PMID: 16201931

Cooper, GF, Visweswaran, S. Deriving the expected utility of a predictive model when the utilities are uncertain. In: Proceedings of the Fall Symposium of the American Medical Informatics Association (Oct 2005) 161-5. PMID: 16779022 PMCID: PMC1560537

Visweswaran, S, Cooper, GF. Patient-specific models for predicting the outcomes of patients with community acquired pneumonia. In: Proceedings of the Fall Symposium of the American Medical Informatics Association (Oct 2005) 759-63. PMID: 16779142 PMCID: PMC1560580

Visweswaran S, Cooper GF. Instance-specific Bayesian model averaging for classification. In: Proceedings of the Neural Information Processing Systems Conference (NIPS) (2005) 1449-1456.

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