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