DBMI Publications

Dash D, Cooper GF. Model averaging for prediction with discrete Bayesian networks. Journal of Machine Learning Research (2004) 1177-1203. 
Visweswaran S, Cooper GF. Instance-specific Bayesian model averaging for classification. In: Advances in Neural Information Processing Systems (NIPS 2004) (Dec 2004) 1449-56.
"BLMT: Statistical sequence analysis using n-grams", Madhavi Ganapathiraju, Vijayalaxmi Manoharan and Judith Klein-Seetharaman, Applied Bioinformatics, vol. 3, issue 2, November 2004.
Gopalakrishnan, V., Livingston, G., Hennessy, D., Buchanan, B., Rosenberg, J.M. Machine-Learning Techniques for Macromolecular Crystallization Data, Acta Crystallogr D Biol Crystallogr 60 (2004)1705-1716.  PMID:15388916
McEllistrem, CM, Noller, AC, Visweswaran S, Adams JM, Harrison, LH. Serotype 14 variants of the France 9V-3 Clone from Baltimore, Maryland can be differentiated by the cpsB gene. J Clin Microbiol 2004 Jan;42(1):250-6 (Jan 2004) 250-6. PMID: 14715761 PMCID: PMC321660
Espino JU, Wagner M, Szczepaniak C, Tsui FC, Su H, Olszewski R, Liu Z, Chapman W, Zeng X, Ma L, Lu Z, Dara J, Centers for Disease, Control and Prevention. Removing a barrier to computer-based outbreak and disease surveillance--the RODS Open Source Project. MMWR – Morb Mortal Wkly Rep. 2004, 53 Suppl: 32-9. PMID: 15714624
Espino JU, Wagner MM, Tsui FC, Su HD, Olszewski RT, Lie Z, Chapman W, Zeng X, Ma L, Lu ZW, Dara J. The RODS Open Source Project: removing a barrier to syndromic surveillance. Medinfo. 2004, 11 Pt 2: 1192-6. PMID: 15361001
Tao, T., Zhai, C., Lu, X. and Fang, H. (2004) A study of statistical methods for predicting function of protein motifs. Applied Bioinformatics, 3:115-124.  PMID: 15693737
Chandran U, Monzon FA, Becich MJ, Gilbertson J. A new pathology biomarker laboratory. Proc. Medinfo. (CD). 2004;(0):1546.
Cooper GF, Dash DH, Levander JD, Wong WK, Hogan WR, Wagner MM.  Bayesian biosurveillance of disease outbreaks.  In:  Proceedings of the Conference on Uncertainty in Artificial Intelligence (2004) 94-103.
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