Motsinger-Reif AA - Search Results

1

Comparison of approaches for machine-learning optimization of neural networks for detecting gene-gene interactions in genetic epidemiology.

Motsinger-Reif AA, Dudek SM, Hahn LW, Ritchie MD. Motsinger-Reif AA, et al. Genet Epidemiol. 2008 May;32(4):325-40. doi: 10.1002/gepi.20307. Genet Epidemiol. 2008. PMID: 18265411

2

A comparison of analytical methods for genetic association studies.

Motsinger-Reif AA, Reif DM, Fanelli TJ, Ritchie MD. Motsinger-Reif AA, et al. Genet Epidemiol. 2008 Dec;32(8):767-78. doi: 10.1002/gepi.20345. Genet Epidemiol. 2008. PMID: 18561203

3

Power of grammatical evolution neural networks to detect gene-gene interactions in the presence of error.

Motsinger-Reif AA, Fanelli TJ, Davis AC, Ritchie MD. Motsinger-Reif AA, et al. BMC Res Notes. 2008 Aug 13;1:65. doi: 10.1186/1756-0500-1-65. BMC Res Notes. 2008. PMID: 18710518 Free PMC article.

4

Neural networks for genetic epidemiology: past, present, and future.

Motsinger-Reif AA, Ritchie MD. Motsinger-Reif AA, et al. BioData Min. 2008 Jul 17;1(1):3. doi: 10.1186/1756-0381-1-3. BioData Min. 2008. PMID: 18822147 Free PMC article.

5

A comparison of internal validation techniques for multifactor dimensionality reduction.

Winham SJ, Slater AJ, Motsinger-Reif AA. Winham SJ, et al. BMC Bioinformatics. 2010 Jul 22;11:394. doi: 10.1186/1471-2105-11-394. BMC Bioinformatics. 2010. PMID: 20650002 Free PMC article.

6

Effect of CYP2B6, ABCB1, and CYP3A5 polymorphisms on efavirenz pharmacokinetics and treatment response: an AIDS Clinical Trials Group study.

Ribaudo HJ, Liu H, Schwab M, Schaeffeler E, Eichelbaum M, Motsinger-Reif AA, Ritchie MD, Zanger UM, Acosta EP, Morse GD, Gulick RM, Robbins GK, Clifford D, Haas DW. Ribaudo HJ, et al. J Infect Dis. 2010 Sep 1;202(5):717-22. doi: 10.1086/655470. J Infect Dis. 2010. PMID: 20662624 Free PMC article. Clinical Trial.

7

Grammatical evolution decision trees for detecting gene-gene interactions.

Motsinger-Reif AA, Deodhar S, Winham SJ, Hardison NE. Motsinger-Reif AA, et al. BioData Min. 2010 Nov 18;3(1):8. doi: 10.1186/1756-0381-3-8. BioData Min. 2010. PMID: 21087514 Free PMC article.

8

A Balanced Accuracy Fitness Function Leads to Robust Analysis using Grammatical Evolution Neural Networks in the Case of Class Imbalance.

Hardison NE, Fanelli TJ, Dudek SM, Reif DM, Ritchie MD, Motsinger-Reif AA. Hardison NE, et al. Genet Evol Comput Conf. 2008;2008:353-354. doi: 10.1145/1389095.1389159. Genet Evol Comput Conf. 2008. PMID: 21197143 Free PMC article.

9

A comparison of multifactor dimensionality reduction and L1-penalized regression to identify gene-gene interactions in genetic association studies.

Winham S, Wang C, Motsinger-Reif AA. Winham S, et al. Stat Appl Genet Mol Biol. 2011;10(1):Article 4. doi: 10.2202/1544-6115.1613. Epub 2011 Jan 6. Stat Appl Genet Mol Biol. 2011. PMID: 21291414 Free PMC article.

10

Loss of power in two-stage residual-outcome regression analysis in genetic association studies.

Che R, Motsinger-Reif AA, Brown CC. Che R, et al. Genet Epidemiol. 2012 Dec;36(8):890-4. doi: 10.1002/gepi.21671. Epub 2012 Aug 31. Genet Epidemiol. 2012. PMID: 22941732 Free PMC article. No abstract available.

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