Abdel Razek, N. M., Yousef W. A., and W. A. Mustafa (2013). "Microcalcification detection with and without CAD system (LIBCAD): A comparative study." The Egyptian Journal of Radiology and Nuclear
Abdelrazek, N.; Yousef, W.; Mustafa, W. (2012), "Microcalcification detection with and without prototype CAD system (LIBCAD): a comparative study", European Society of Radiology.
Yousef, W. A. et al. (2010), "On Detecting Abnormalities in Digital Mammography''. in Applied Imagery Pattern Recognition Workshop 2010. Proceedings. 39th; IEEE Computer Society.
Microarray Research
Shi, Leming et. al. (2010), "The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models." Nature Biotechnology 28(8): 827-838
Pattern Recognition and Machine Learning
Yousef, W. A. (2013). "Assessing classifiers in terms of the partial area under the ROC curve." Computational Statistics & Data Analysis 64(0): 51-70.
Chen, W.; Gallas, B.; Yousef, W (2012), "Classifier variability: Accounting for training and testing". Pattern Recognition 45(7): p. 2661-2671
Chen, W.; Gallas, B.; Yousef, W; et. al. (2012), "Uncertainty estimation with a finite dataset in the assessment of classification models". Computational Statistics & Data Analysis 56(5): p. 1016-1027
Yousef, W.A; Kundu, S.; and Wagner, R.F. (2009), "Nonparametric estimation of the threshold at an operating point on the ROC curve". Computational Statistics & Data Analysis. 53(12): p. 4370-4383
Yousef, W.A. and W. Chen. (2009), "Estimating Cross-Validation Variability". in Proceedings of the 2009 Joint Statistical Meeting, Section on Statistics in Epidemiology.
Chen, Weijie; Wagner, Robert; Yousef, Waleed; Gallas, Brandon (2009). Comparison of classifier performance estimators: a simulation study. Proceedings of IEEE Medical Imaging 2009, vol. 7263.