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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.
