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Publications by Asgarian, Nasimeh

In Journal (refereed)

1. J. Patel, N. Asgarian, P. Robson, R. Greiner, J. Mackey, S. Damaraju. " Gene-environment-lifestyle factors in breast cancer susceptibility: Machine Learning tools to build predictive models". Journal of Carcinogenesis, 14(Suppl 1), pp S16-S20, January 2015. view
2. M. Bastani, L. Vos, N. Asgarian, J. Deschenes, K. Graham, J. Mackey, R. Greiner. "A Machine Learned Classifier that uses Gene Expression Data to Accurately Predict Estrogen Receptor Status". PLoS One, 8(12), pp e82144, November 2013. PDFview
3. C. Stretch, S. Khan, N. Asgarian, R. Eisner, S. Vaisipour, S. Damaraju, O. Bathe, H. Steed, R. Greiner, V. Baracos. "Effects of sample size on differential gene expression, rank order and prediction accuracy of a gene signature". PLoS One, 8(6), pp e65380, April 2013. PDFview
4. G. Sidhu, N. Asgarian, R. Greiner, M. Brown. "Kernel Principal Component Analysis for dimensionality reduction in fMRI-based diagnosis of ADHD". Frontiers in Systems Neuroscience, (ed: Michael Milham), 6(74), October 2012. PDFview
5. M. Brown, G. Sidhu, R. Greiner, N. Asgarian, M. Bastani, P. Silverstone, A. Greenshaw, S. Dursun. "ADHD-200 Global Competition: Diagnosing ADHD using personal characteristic data can outperform resting state fMRI measurements ". Frontiers in Systems Neuroscience, (ed: Michael Milham), 6(10), pp n/a, September 2012. PDFview
6. N. Asgarian, X. Hu, Z. Aktary, K. Chapman, L. Lam, R. Chibbar, J. Mackey, R. Greiner, M. Pasdar. "Learning to Predict Relapse In Invasive Ductal Carcinomas based on the Subcellular Localization of Junctional Proteins". Breast Cancer Research and Treatment, 121(2), pp 527, May 2010. view

In Conference (refereed)

7. X. Liu, P. Miller, U. Basu, N. Asgarian, R. Greiner, L. McMullen. "Using machine learning algorithms to detect cellular stress of Listeria monocytogenes from cDNA microarray data". RiboWest, pp n/a, June 2012. view

Other Categories

8. N. Asgarian. "Rank-1 Bicluster Classifier". MSc Thesis, University of Alberta, January 2007. PDFview
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