Display Settings:

Format
Items per page
Sort by

Send to:

Choose Destination

Results: 1 to 20 of 153

1.

Kernelized partial least squares for feature reduction and classification of gene microarray data.

Land WH, Qiao X, Margolis DE, Ford WS, Paquette CT, Perez-Rogers JF, Borgia JA, Yang JY, Deng Y.

BMC Syst Biol. 2011 Dec 23;5 Suppl 3:S13. doi: 10.1186/1752-0509-5-S3-S13. Epub 2011 Dec 23.

PMID:
22784619
[PubMed - indexed for MEDLINE]
Free PMC Article
2.

Selecting subsets of newly extracted features from PCA and PLS in microarray data analysis.

Li GZ, Bu HL, Yang MQ, Zeng XQ, Yang JY.

BMC Genomics. 2008 Sep 16;9 Suppl 2:S24. doi: 10.1186/1471-2164-9-S2-S24.

PMID:
18831790
[PubMed - indexed for MEDLINE]
Free PMC Article
3.

Partial least squares dimension reduction for microarray gene expression data with a censored response.

Nguyen DV.

Math Biosci. 2005 Jan;193(1):119-37. Epub 2005 Jan 22.

PMID:
15681279
[PubMed - indexed for MEDLINE]
4.

Stable feature selection and classification algorithms for multiclass microarray data.

Student S, Fujarewicz K.

Biol Direct. 2012 Oct 2;7:33. doi: 10.1186/1745-6150-7-33.

PMID:
23031190
[PubMed - indexed for MEDLINE]
Free PMC Article
5.

Computer-assisted lip diagnosis on Traditional Chinese Medicine using multi-class support vector machines.

Li F, Zhao C, Xia Z, Wang Y, Zhou X, Li GZ.

BMC Complement Altern Med. 2012 Aug 16;12:127. doi: 10.1186/1472-6882-12-127.

PMID:
22898352
[PubMed - indexed for MEDLINE]
Free PMC Article
6.

Tumor classification by partial least squares using microarray gene expression data.

Nguyen DV, Rocke DM.

Bioinformatics. 2002 Jan;18(1):39-50.

PMID:
11836210
[PubMed - indexed for MEDLINE]
Free Article
7.

Regularized Least Squares Cancer classifiers from DNA microarray data.

Ancona N, Maglietta R, D'Addabbo A, Liuni S, Pesole G.

BMC Bioinformatics. 2005 Dec 1;6 Suppl 4:S2.

PMID:
16351746
[PubMed - indexed for MEDLINE]
Free PMC Article
9.

Nonnegative least-squares methods for the classification of high-dimensional biological data.

Li Y, Ngom A.

IEEE/ACM Trans Comput Biol Bioinform. 2013 Mar-Apr;10(2):447-56. doi: 10.1109/TCBB.2013.30.

PMID:
23929868
[PubMed - indexed for MEDLINE]
10.

A comparison of methods for classifying clinical samples based on proteomics data: a case study for statistical and machine learning approaches.

Sampson DL, Parker TJ, Upton Z, Hurst CP.

PLoS One. 2011;6(9):e24973. doi: 10.1371/journal.pone.0024973. Epub 2011 Sep 28.

PMID:
21969867
[PubMed - indexed for MEDLINE]
Free PMC Article
11.

Outcome prediction based on microarray analysis: a critical perspective on methods.

Zervakis M, Blazadonakis ME, Tsiliki G, Danilatou V, Tsiknakis M, Kafetzopoulos D.

BMC Bioinformatics. 2009 Feb 7;10:53. doi: 10.1186/1471-2105-10-53.

PMID:
19200394
[PubMed - indexed for MEDLINE]
Free PMC Article
12.

New bandwidth selection criterion for Kernel PCA: approach to dimensionality reduction and classification problems.

Thomas M, De Brabanter K, De Moor B.

BMC Bioinformatics. 2014 May 10;15:137. doi: 10.1186/1471-2105-15-137.

PMID:
24886083
[PubMed - in process]
Free PMC Article
13.

Partial least squares proportional hazard regression for application to DNA microarray survival data.

Nguyen DV, Rocke DM.

Bioinformatics. 2002 Dec;18(12):1625-32.

PMID:
12490447
[PubMed - indexed for MEDLINE]
Free Article
14.

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
15.

The additive hazards model with high-dimensional regressors.

Martinussen T, Scheike TH.

Lifetime Data Anal. 2009 Sep;15(3):330-42. doi: 10.1007/s10985-009-9111-y. Epub 2009 Jan 28.

PMID:
19184421
[PubMed - indexed for MEDLINE]
16.

PLS dimension reduction for classification with microarray data.

Boulesteix AL.

Stat Appl Genet Mol Biol. 2004;3:Article33. Epub 2004 Nov 23.

PMID:
16646813
[PubMed]
17.

Recursive SVM biomarker selection for early detection of breast cancer in peripheral blood.

Zhang F, Kaufman HL, Deng Y, Drabier R.

BMC Med Genomics. 2013;6 Suppl 1:S4. doi: 10.1186/1755-8794-6-S1-S4. Epub 2013 Jan 23.

PMID:
23369435
[PubMed - indexed for MEDLINE]
Free PMC Article
18.

Partial least squares Cox regression for genome-wide data.

Nygård S, Borgan O, Lingjaerde OC, Størvold HL.

Lifetime Data Anal. 2008 Jun;14(2):179-95. doi: 10.1007/s10985-007-9076-7.

PMID:
18188699
[PubMed - indexed for MEDLINE]
19.

A simple two-gene prognostic model for adenocarcinoma of the lung.

Reed CE, Graham A, Hoda RS, Khoor A, Garrett-Mayer E, Wallace MB, Mitas M.

J Thorac Cardiovasc Surg. 2008 Mar;135(3):627-34. doi: 10.1016/j.jtcvs.2007.10.058. Epub 2008 Jan 18.

PMID:
18329483
[PubMed - indexed for MEDLINE]
Free PMC Article
20.

Can survival prediction be improved by merging gene expression data sets?

Yasrebi H, Sperisen P, Praz V, Bucher P.

PLoS One. 2009 Oct 23;4(10):e7431. doi: 10.1371/journal.pone.0007431.

PMID:
19851466
[PubMed - indexed for MEDLINE]
Free PMC Article

Display Settings:

Format
Items per page
Sort by

Send to:

Choose Destination

Supplemental Content

Write to the Help Desk