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Journal papers (Biomedical)
- S.S. Mohamed, J. Li, M.M.A. Salama and G.H. Freeman, October 2009, “Prostate Tissue Texture Feature Extraction for Cancer Recognition in TRUS Images” Journal of Digital Imaging, Volume 22, Issue 5, pp. 503-518.
- R. Hassen, Z. Wang, M. Salama, July 2009, “Multifocus Image Fusion Using Local Phase Coherence Measurement”, Lecture Notes in Computer Science Springer-Verlag, Berlin Heidelberg, Vol.5627, pp. 54-63
- Eric K. T. Hui, S. S. Mohamed, M. M. A. Salama and A. Fenster, July 2009, “Prostate TRUS Image Region-Based Feature Extraction and Evaluation”, Lecture Notes in Computer Science, Springer-Verlag, Berlin Heidelberg, Vol. 5627, pp. 759-771
- S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama, March 2009, “Automatic Acquisition of Image Filtering and Object Extraction Procedures from Ground-Truth Samples”, Journal of Advanced Computational Intelligence and Intelligent Informatics, Volume 13, No. 2, pp. 115-127.
- F. Sahba, H. R. Tizhoosh, M. M. A. Salama, April 2008, “Application of reinforcement learning for segmentation of transrectal ultrasound images”, Journal of Medical Imaging (BMC), No.8, pp.1471-2342.
- S.S. Mohamed, M.M.A. Salama, April 2008, “Prostate cancer Spectral Multi-Feature Analysis using TRUS Images” IEEE Transactions in Medical Imaging, Vol. 27, No. 4, pp. 548 - 556
- S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama, March 2008, “Opposition versus randomness in soft computing techniques applied soft computing”, Applied Soft Computing, No.8, pp. 906-918.
- S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama, February 2008, Opposition-Based Differential Evolution, IEEE Transactions on Evolutionary Computation, Vol. 12, No. 1, pp. 64-79.
- J. Li, S.S. Mohamed, M.M.A. Salama and G.H. Freeman, August 2007, “Prostate tissue texture feature extraction for cancer recognition in TRUS images using Wavelet decomposition” Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, pp. 993-1004.
- J. Li, S.S. Mohamed, M.M.A. Salama and G.H. Freeman, August 2007, “Subband-adaptive and spatially-adaptive Wavelet thresholding for denoising and feature preservation of texture images”, Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, pp. 24-37.
- F. Sahba, H. R. Tizhoosh, M. M. A. Salama, 2007, “A Reinforcement Agent for Object Segmentation in Ultrasound Images”, to be published in the Journal of Expert System with Applications, Elsevier.
- S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama, May 2007, “A novel population initialization method for accelerating evolutionary algorithms”, International Journal on Computers and Mathematics with Applications, Vol. 53, No. 10, pp. 1605-1614
- S. S. Mohamed, M. M. A. Salama, March 2007, “Spectral Clustering for TRUS Images”, BioMedical Engineering OnLine, doi:10.1186/1475-925X-6-10, Spectral clustering for TRUS images
- S. S. Mohamed, A. M. Youssef, E. F. EL-Sadaany, M. M. A. Salama, 2006, “LLE Based TRUS image features dimensionality reduction for prostate cancer diagnosis”, to be published on the ICGST International Journal on Graphics, Vision and Image Processing, Special Issue on Features and Analysis
- S. S. Mohamed, A. M. Youssef, E. F. EL-Sadaany, M. M. A. Salama, Sept. 2006, “Prostate tissue characterization using TRUS image spectral features”, Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, Vol. 4142, pp. 589-601
- S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama, Oct. 2005, “Towards Incomplete Object Recognition”, World Scientific and Engineering Academy and Society (WSEAS) Transactions on Systems, No. 10, Vol. 4, pp. 1725-1732.
- F. Sahba, H.R. Tizhoosh, M.M.A. Salama, Oct. 2005, “A Coarse-to-fine approach to prostate boundary segmentation in ultrasound images” Journal of Biomedical Engineering Online, Vol. 4, No. 58, pp.1-13
- S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama, Sept. 2005, “Learning Robust Object Segmentation from User-Prepared Samples ”, World Scientific and Engineering Academy and Society (WSEAS) Transactions on Computers, No. 9, Vol.4, pp. 1163-1170.
- S.S. Mohamed, A.M. Youssef, E.F. El-Saadany, M.M.A. Salama, Sept. 2005, “Artificial life feature selection techniques for prostrate cancer diagnosis using TRUS images”, Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, LNCS 3656, pp. 903 – 913.
- S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama Sept. 2005, “Automated snake initialization for the segmentation of the prostate in ultrasound images”, Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, LNCS 3656, pp. 930 – 937.
- S.S. Mohamed, M.M.A. Salama, M. Kamel, E.F El-Sadaany, K.Rizkalla ,J.Chin, August 2005, “Prostate cancer multi-feature analysis using TRUS images”, Physics in Medicine and Biology, Vol. 50, No. 15, N175-N185.
- B Chiu, G H Freeman, M. M. A Salama, A Fenster, October 2004, “Prostate segmentation algorithm using dyadic wavelet transform and discrete dynamic contour”, Physics in Medicine and Biology, Vol. 49, No.20, pp. 4943-4960.
- Q. Xu, M. Kamel, M.M.A. Salama, September 2004,” Significant test for feature subset selection for image registration”, Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, LNCS 3211, pp. No.1, pp. 244-252.
- Q. Xu, M. Kamel, M.M.A. Salama, September 2004,” A spatially adaptive filter reducing arc strip noise for sector scan medical ultrasound imaging”, Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, LNCS 3212, , No.2, pp. 25-32.
- S.S. Mohamed, M.M.A. Salama, M. Kamel, K. Rizkalla, , September 2004,” Region of interest based prostate tissue characterization using least square support vector machine LS-VSM”, Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg, LNCS 3212, No.2, pp.51-58.
