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Results: 1 to 20 of 70

1.

Comparison of classification algorithms with wrapper-based feature selection for predicting osteoporosis outcome based on genetic factors in a taiwanese women population.

Chang HW, Chiu YH, Kao HY, Yang CH, Ho WH.

Int J Endocrinol. 2013;2013:850735. doi: 10.1155/2013/850735. Epub 2013 Jan 14.

PMID:
23401685
[PubMed]
Free PMC Article
2.

A comparison of classification methods for predicting Chronic Fatigue Syndrome based on genetic data.

Huang LC, Hsu SY, Lin E.

J Transl Med. 2009 Sep 22;7:81. doi: 10.1186/1479-5876-7-81.

PMID:
19772600
[PubMed - indexed for MEDLINE]
Free PMC Article
3.

Pharmacogenomics of drug efficacy in the interferon treatment of chronic hepatitis C using classification algorithms.

Ke WS, Hwang Y, Lin E.

Adv Appl Bioinform Chem. 2010;3:39-44. Epub 2010 Jun 15.

PMID:
21918625
[PubMed]
Free PMC Article
4.

Machine learning classification procedure for selecting SNPs in genomic selection: application to early mortality in broilers.

Long N, Gianola D, Rosa GJ, Weigel KA, Avendaño S.

J Anim Breed Genet. 2007 Dec;124(6):377-89.

PMID:
18076475
[PubMed - indexed for MEDLINE]
5.

Classification of infectious diseases based on chemiluminescent signatures of phagocytes in whole blood.

Prilutsky D, Rogachev B, Marks RS, Lobel L, Last M.

Artif Intell Med. 2011 Jul;52(3):153-63. doi: 10.1016/j.artmed.2011.04.001. Epub 2011 May 14.

PMID:
21571512
[PubMed - indexed for MEDLINE]
6.

Data mining and genetic algorithm based gene/SNP selection.

Shah SC, Kusiak A.

Artif Intell Med. 2004 Jul;31(3):183-96.

PMID:
15302085
[PubMed - indexed for MEDLINE]
7.

Use of wrapper algorithms coupled with a random forests classifier for variable selection in large-scale genomic association studies.

Rodin AS, Litvinenko A, Klos K, Morrison AC, Woodage T, Coresh J, Boerwinkle E.

J Comput Biol. 2009 Dec;16(12):1705-18. doi: 10.1089/cmb.2008.0037.

PMID:
20047492
[PubMed - indexed for MEDLINE]
Free PMC Article
8.

Comparison of classification methods for detecting associations between SNPs and chick mortality.

Long N, Gianola D, Rosa GJ, Weigel KA, Avendaño S.

Genet Sel Evol. 2009 Jan 23;41:18. doi: 10.1186/1297-9686-41-18.

PMID:
19284707
[PubMed - indexed for MEDLINE]
Free PMC Article
9.

A novel feature selection approach for biomedical data classification.

Peng Y, Wu Z, Jiang J.

J Biomed Inform. 2010 Feb;43(1):15-23. doi: 10.1016/j.jbi.2009.07.008. Epub 2009 Jul 30.

PMID:
19647098
[PubMed - indexed for MEDLINE]
Free Article
10.

BNTagger: improved tagging SNP selection using Bayesian networks.

Lee PH, Shatkay H.

Bioinformatics. 2006 Jul 15;22(14):e211-9.

PMID:
16873474
[PubMed - indexed for MEDLINE]
Free Article
11.

Multi-SNP pharmacogenomic classifier is superior to single-SNP models for predicting drug outcome in complex diseases.

Petrovski S, Szoeke CE, Sheffield LJ, D'souza W, Huggins RM, O'brien TJ.

Pharmacogenet Genomics. 2009 Feb;19(2):147-52. doi: 10.1097/FPC.0b013e32831d1dfa.

PMID:
19077679
[PubMed - indexed for MEDLINE]
12.

The impact of missing and erroneous genotypes on tagging SNP selection and power of subsequent association tests.

Liu W, Zhao W, Chase GA.

Hum Hered. 2006;61(1):31-44. Epub 2006 Mar 23.

PMID:
16557026
[PubMed - indexed for MEDLINE]
Free Article
13.

Informative SNP selection methods based on SNP prediction.

He J, Zelikovsky A.

IEEE Trans Nanobioscience. 2007 Mar;6(1):60-7.

PMID:
17393851
[PubMed - indexed for MEDLINE]
14.

A modified T-test feature selection method and its application on the HapMap genotype data.

Zhou N, Wang L.

Genomics Proteomics Bioinformatics. 2007 Dec;5(3-4):242-9. doi: 10.1016/S1672-0229(08)60011-X.

PMID:
18267305
[PubMed - indexed for MEDLINE]
Free Article
15.

Wrapper-filter feature selection algorithm using a memetic framework.

Zhu Z, Ong YS, Dash M.

IEEE Trans Syst Man Cybern B Cybern. 2007 Feb;37(1):70-6.

PMID:
17278560
[PubMed - indexed for MEDLINE]
16.

SNP selection and classification of genome-wide SNP data using stratified sampling random forests.

Wu Q, Ye Y, Liu Y, Ng MK.

IEEE Trans Nanobioscience. 2012 Sep;11(3):216-27. doi: 10.1109/TNB.2012.2214232.

PMID:
22987127
[PubMed - indexed for MEDLINE]
17.

Filter versus wrapper gene selection approaches in DNA microarray domains.

Inza I, Larrañaga P, Blanco R, Cerrolaza AJ.

Artif Intell Med. 2004 Jun;31(2):91-103. Review.

PMID:
15219288
[PubMed - indexed for MEDLINE]
18.

Genetic variation and human longevity.

Soerensen M.

Dan Med J. 2012 May;59(5):B4454.

PMID:
22549493
[PubMed - indexed for MEDLINE]
19.

Feature selection for MLP neural network: the use of random permutation of probabilistic outputs.

Yang JB, Shen KQ, Ong CJ, Li XP.

IEEE Trans Neural Netw. 2009 Dec;20(12):1911-22. doi: 10.1109/TNN.2009.2032543. Epub 2009 Oct 9.

PMID:
19822474
[PubMed - indexed for MEDLINE]
20.

Feature selection and classification model construction on type 2 diabetic patients' data.

Huang Y, McCullagh P, Black N, Harper R.

Artif Intell Med. 2007 Nov;41(3):251-62. Epub 2007 Aug 17.

PMID:
17707617
[PubMed - indexed for MEDLINE]

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