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Computational and Mathematical Methods in Medicine
Volume 2012 (2012), Article ID 135780, 4 pages
doi:10.1155/2012/135780
Research Article

Biomarker Identification Using Text Mining

Hui Li and Chunmei Liu

Department of Systems and Computer Science, Howard University, Washington, DC 20059, USA

Received 9 September 2012; Accepted 4 October 2012

Academic Editor: Xumin Liu

Copyright © 2012 Hui Li and Chunmei Liu. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. Y. Chervona and M. Costa, “Histone modifications and cancer: biomarkers of prognosis?” American Journal of Cancer Research, vol. 2, no. 5, pp. 589–597, 2012.
  2. Z. Qi, Y. Tian, and Y. Shi, “Laplacian twin support vector machine for semi-supervised classification,” Neural Network, vol. 35, pp. 46–53, 2012. View at Publisher · View at Google Scholar
  3. E. Taniguchi, T. Kawaguchi, M. Sakata, M. Itou, T. Oriishi, and M. Sata, “Lipid profile is associated with the incidence of cognitive dysfunction in viral cirrhotic patients: a data-mining analysis,” Hepatology Research. In press. View at Publisher · View at Google Scholar
  4. H. Zhang, G. Liu, T. W. S. Chow, and W. Liu, “Textual and visual content-based anti-phishing: a Bayesian approach,” IEEE Transactions on Neural Networks, vol. 22, no. 10, pp. 1532–1546, 2012. View at Publisher · View at Google Scholar · View at Scopus
  5. W. G. Touw, J. R. Bayjanov, L. Overmars et al., “Data mining in the Life Sciences with Random Forest: a walk in the park or lost in the jungle?” Briefings in Bioinformatics. In press.
  6. A. Hamosh, A. F. Scott, J. S. Amberger, C. A. Bocchini, and V. A. McKusick, “Online Mendelian Inheritance in Man (OMIM), a knowledgebase of human genes and genetic disorders,” Nucleic Acids Research, vol. 33, pp. D514–D517, 2005. View at Publisher · View at Google Scholar · View at Scopus
  7. M. Crespo Azcarate, J. Mata Vazquez, and M. Mana Lopez, “Improving image retrieval effectiveness via query expansion using MeSH hierarchical structure,” Journal of the American Medical Informatics Association. In press.
  8. M. Garcia-Remesal, V. Maojo, and J. Crespo, “A knowledge engineering approach to recognizing and extracting sequences of nucleic acids from scientific literature,” in Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 1081–1084, 2010.
  9. Oracle: Oracle Berkeley DB XML, 2012.
  10. P. Shannon, A. Markiel, O. Ozier et al., “Cytoscape: a software Environment for integrated models of biomolecular interaction networks,” Genome Research, vol. 13, no. 11, pp. 2498–2504, 2003. View at Publisher · View at Google Scholar · View at Scopus