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International Journal of Biomedical Imaging
Volume 2006, Article ID 57850, 11 pages

Unsupervised Detection of Suspicious Tissue Using Data Modeling and PCA

1Department of Electrical and Computer Engineering, Western Michigan University, MI 49008, USA
2Department of Mathematics, Western Michigan University, Kalamazoo, MI 49008, USA
3Radiology Department, Bronson Methodist Hospital, Kalamazoo, MI 49007, USA
4Automated Test Engineering Department, Saint Jude Medical, Valencia, CA 91381, USA

Received 22 January 2006; Revised 20 May 2006; Accepted 6 June 2006

Copyright © 2006 Ikhlas Abdel-Qader et al. 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.

Citations to this Article [8 citations]

The following is the list of published articles that have cited the current article.

  • Fadi Abu-Amara, and Ikhlas Abdel-Qader, “Detection of breast cancer using independent component analysis,” 2007 IEEE International Conference on Electro/Information Technology, pp. 428–431, . View at Publisher · View at Google Scholar
  • Thomas Pock, and Horst Bischof, “A probabilistic multi-phase model for variational image segmentation,” Pattern Recognition, Proceedings, vol. 4174, pp. 71–80, 2006. View at Publisher · View at Google Scholar
  • Ikhlas Abdel-Qader, and Fadi Abu-Amara, “A Computer-Aided Diagnosis System for Breast Cancer Using Independent Component Analysis and Fuzzy Classifier,” Modelling and Simulation in Engineering, vol. 2008, pp. 1–9, 2008. View at Publisher · View at Google Scholar
  • Hasmarina Hasan, and Nooritawati Md. Tahir, “Feature selection of breast cancer based on Principal Component Analysis,” Proceedings - CSPA 2010: 2010 6th International Colloquium on Signal Processing and Its Applications, 2010. View at Publisher · View at Google Scholar
  • Micha Y. Shamir, Dror Lederman, and Dietrich Gravenstein, “Automatic computerized endotracheal tube position verification: An animal model evaluation,” Anesthesia and Analgesia, vol. 113, no. 6, pp. 1411–1415, 2011. View at Publisher · View at Google Scholar
  • Mazhar Tayel, and Abdelmonem Mohsen, “Statistical measures and criteria for ROI identification in breast mammograms,” 2011 IEEE Colloquium on Humanities, Science and Engineering, CHUSER 2011, pp. 922–927, 2011. View at Publisher · View at Google Scholar
  • Memuna Sarfraz, Fadi Abu-Amara, and Ikhlas Abdel-Qader, “A computer aided detection framework for mammographic images using fisher linear discriminant and nearest neighbor classifier,” Journal of Biomedical Science and Engineering, vol. 05, no. 06, pp. 323–329, 2012. View at Publisher · View at Google Scholar
  • Zeinab Mohammadzadeh, Reza Safdari, Marjan Ghazisaeidi, Somayeh Davoodi, and Zahra Azadmanjir, “Advances in optimal detection of cancer by image processing; Experience with lung and breast cancers,” Asian Pacific Journal of Cancer Prevention, vol. 16, no. 14, pp. 5613–5618, 2015. View at Publisher · View at Google Scholar