Yousefi MR - Search Results

1

Performance reproducibility index for classification.

Yousefi MR, Dougherty ER. Yousefi MR, et al. Bioinformatics. 2012 Nov 1;28(21):2824-33. doi: 10.1093/bioinformatics/bts509. Epub 2012 Sep 6. Bioinformatics. 2012. PMID: 22954625 Free PMC article.

2

Reporting bias when using real data sets to analyze classification performance.

Yousefi MR, Hua J, Sima C, Dougherty ER. Yousefi MR, et al. Bioinformatics. 2010 Jan 1;26(1):68-76. doi: 10.1093/bioinformatics/btp605. Epub 2009 Oct 21. Bioinformatics. 2010. PMID: 19846436

3

Multiple-rule bias in the comparison of classification rules.

Yousefi MR, Hua J, Dougherty ER. Yousefi MR, et al. Bioinformatics. 2011 Jun 15;27(12):1675-83. doi: 10.1093/bioinformatics/btr262. Epub 2011 May 5. Bioinformatics. 2011. PMID: 21546390 Free PMC article.

4

Intervention in gene regulatory networks with maximal phenotype alteration.

Yousefi MR, Dougherty ER. Yousefi MR, et al. Bioinformatics. 2013 Jul 15;29(14):1758-67. doi: 10.1093/bioinformatics/btt242. Epub 2013 Apr 29. Bioinformatics. 2013. PMID: 23630177

5

Modeling the next generation sequencing sample processing pipeline for the purposes of classification.

Ghaffari N, Yousefi MR, Johnson CD, Ivanov I, Dougherty ER. Ghaffari N, et al. Among authors: yousefi mr. BMC Bioinformatics. 2013 Oct 11;14:307. doi: 10.1186/1471-2105-14-307. BMC Bioinformatics. 2013. PMID: 24118904 Free PMC article.

6

A comparison study of optimal and suboptimal intervention policies for gene regulatory networks in the presence of uncertainty.

Yousefi MR, Dougherty ER. Yousefi MR, et al. EURASIP J Bioinform Syst Biol. 2014 Apr 3;2014(1):6. doi: 10.1186/1687-4153-2014-6. EURASIP J Bioinform Syst Biol. 2014. PMID: 24708650 Free PMC article.

7

Optimal Intervention in Markovian Gene Regulatory Networks With Random-Length Therapeutic Response to Antitumor Drug.

Yousefi MR, Datta A, Dougherty ER. Yousefi MR, et al. IEEE Trans Biomed Eng. 2013 Dec;60(12):3542-52. doi: 10.1109/TBME.2013.2272891. Epub 2013 Jul 11. IEEE Trans Biomed Eng. 2013. PMID: 23864151

8

On optimal Bayesian classification and risk estimation under multiple classes.

Dalton LA, Yousefi MR. Dalton LA, et al. Among authors: yousefi mr. EURASIP J Bioinform Syst Biol. 2015 Oct 24;2015(1):8. doi: 10.1186/s13637-015-0028-3. eCollection 2015 Dec. EURASIP J Bioinform Syst Biol. 2015. PMID: 26523135 Free PMC article.

9

Optimal cancer prognosis under network uncertainty.

Yousefi MR, Dalton LA. Yousefi MR, et al. EURASIP J Bioinform Syst Biol. 2015 Jan 27;2015:1. doi: 10.1186/s13637-014-0020-3. eCollection 2015 Dec. EURASIP J Bioinform Syst Biol. 2015. PMID: 28194170 Free PMC article.

10

Data Requirements for Model-Based Cancer Prognosis Prediction.

Dalton LA, Yousefi MR. Dalton LA, et al. Among authors: yousefi mr. Cancer Inform. 2016 Apr 21;14(Suppl 5):123-38. doi: 10.4137/CIN.S30801. eCollection 2015. Cancer Inform. 2016. PMID: 27127404 Free PMC article.

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