Review Papers

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Dougherty, E. R., “Genomic Signal Processing [Life Sciences],” IEEE Signal Processing Magazine, 124-129, Vol. 29 No. 3, May, 2012. [pdf]

Datta, A., Pal, R., Choudhary, A., and E. R. Dougherty, “Control Approaches for Probabilistic Gene Regulatory Networks,” IEEE Signal Processing Magazine, 54-63, Vol. 24 No. 1, January, 2007. [pdf]

Datta, A., Pal, R., and E. R. Dougherty, “Intervention in Probabilistic Gene Regulatory Networks,” Current Bioinformatics, 2006, Vol. 1, No. 2: 167-184. [pdf]

Dougherty, E. R., Datta, A., and C. Sima, “Research Issues in Genomic Signal Processing,” IEEE Signal Processing Magazine, 46-68, Vol. 22 No. 6, November, 2005. [pdf]

Dougherty, E. R., “The Fundamental Role of Pattern Recognition for Gene-Expression/Microarray Data in Bioinformatics,” Pattern Recognition, Vol. 38, No. 12, 2226-2228, December, 2005. [pdf]

Chen, J., Dougherty, E. R., Demir, S., Friedman, C., Sheng Li, C., and S. Wong, “Grand Challenges for Multimodal Bio-Medical Systems,” IEEE Circuits and Systems Magazine, Spring Quarter, 46-52, 2005. [pdf]

Dougherty, E. R., and A. Datta, “Genomic Signal Processing: Diagnosis and Therapy,”  IEEE Signal Processing Magazine, 107-112, Vol. 22 No. 1, January, 2005. [pdf]

Dougherty, E. R., Shmulevich, I., and M. L. Bittner, “Genomic Signal Processing: The Salient Issues,” Applied Signal Processing, Vol. 4, No. 1, 146-153, January, 2004. [PDF]

Chen, Y., Yakhini, Z., Ben-Dor, A., Dougherty, E. R., Trent, J. M., and M. Bittner, “Analysis of Expression Patterns: The Scope of the Problem, the Problem of Scope,” Disease Markers, Vol. 17, 59-65, 2001. [PDF]

E. R. Dougherty, “Small Sample Issues for microarray-based Classification“, Comparative and Functional Genomics, Vol 2, 28-34, 2001. [PDF]