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New feature subset selection procedures for classification of expression profiles
Trond Hellem Bø, Inge Jonassen
Genome Biol. 2002; 3(4): research0017.1–research0017.11. Published online 2002 March 14.
PMCID:
PMC115205
Abstract Full Text PDF–293K Supplementary Material

Is Cited by the Following 19 Articles in this Archive:

Algebraic Comparison of Partial Lists in Bioinformatics
Giuseppe Jurman, Samantha Riccadonna, Roberto Visintainer, Cesare Furlanello
PLoS One. 2012; 7(5): e36540. Published online 2012 May 17. doi: 10.1371/journal.pone.0036540
PMCID:
PMC3355159
Abstract Full Text PDF–1.2M
Gene selection and classification for cancer microarray data based on machine learning and similarity measures
Qingzhong Liu, Andrew H Sung, Zhongxue Chen, Jianzhong Liu, Lei Chen, Mengyu Qiao, Zhaohui Wang, Xudong Huang, Youping Deng
BMC Genomics. 2011; 12(Suppl 5): S1. Published online 2011 December 23. doi: 10.1186/1471-2164-12-S5-S1
PMCID:
PMC3287491
Abstract Full Text PDF–2.3M
Robust Two-gene Classifiers for Cancer Prediction
Xiaosheng Wang
Genomics. Author manuscript; available in PMC 2013 February 1.
Published in final edited form as: Genomics. 2012 February; 99(2): 90–95. Published online 2011 November 27. doi: 10.1016/j.ygeno.2011.11.003
PMCID:
PMC3273650
Free in PMC on 2013/02/01
Identifying cancer biomarkers by network-constrained support vector machines
Li Chen, Jianhua Xuan, Rebecca B Riggins, Robert Clarke, Yue Wang
BMC Syst Biol. 2011; 5: 161. Published online 2011 October 12. doi: 10.1186/1752-0509-5-161
PMCID:
PMC3214162
Abstract Full Text PDF–3.4M
Microarray-based cancer prediction using single genes
Xiaosheng Wang, Richard Simon
BMC Bioinformatics. 2011; 12: 391. Published online 2011 October 7. doi: 10.1186/1471-2105-12-391
PMCID:
PMC3228540
Abstract Full Text PDF–266K Supplementary Material
Predictive Power Estimation Algorithm (PPEA) - A New Algorithm to Reduce Overfitting for Genomic Biomarker Discovery
Jiangang Liu, Robert A. Jolly, Aaron T. Smith, George H. Searfoss, Keith M. Goldstein, Vladimir N. Uversky, Keith Dunker, Shuyu Li, Craig E. Thomas, Tao Wei
PLoS One. 2011; 6(9): e24233. Published online 2011 September 15. doi: 10.1371/journal.pone.0024233
PMCID:
PMC3174148
Abstract Full Text PDF–787K Supplementary Material
Molecular Sub-Classification of Renal Epithelial Tumors Using Meta-Analysis of Gene Expression Microarrays
Thomas Sanford, Paul H. Chung, Ariel Reinish, Vladimir Valera, Ramaprasad Srinivasan, W. Marston Linehan, Gennady Bratslavsky
PLoS One. 2011; 6(7): e21260. Published online 2011 July 27. doi: 10.1371/journal.pone.0021260
PMCID:
PMC3144884
Abstract Full Text PDF–164K Supplementary Material
Chondrogenic Differentiation of Human Bone Marrow-Derived Mesenchymal Stem Cells in Self-Gelling Alginate Discs Reveals Novel Chondrogenic Signature Gene Clusters
Sarah Roxana Herlofsen, Axel M. Küchler, Jan Egil Melvik, Jan E. Brinchmann
Tissue Eng Part A. 2011 April; 17(7-8): 1003–1013. Published online 2010 December 27. doi: 10.1089/ten.tea.2010.0499
PMCID:
PMC3063696
Abstract Full Text PDF–819K Supplementary Material
Feature Selection and Classification of MAQC-II Breast Cancer and Multiple Myeloma Microarray Gene Expression Data
Qingzhong Liu, Andrew H. Sung, Zhongxue Chen, Jianzhong Liu, Xudong Huang, Youping Deng
PLoS One. 2009; 4(12): e8250. Published online 2009 December 11. doi: 10.1371/journal.pone.0008250
PMCID:
PMC2789385
Abstract Full Text PDF–1.7M
Prediction of the outcome of preoperative chemotherapy in breast cancer using DNA probes that provide information on both complete and incomplete responses
René Natowicz, Roberto Incitti, Euler Guimarães Horta, Benoît Charles, Philippe Guinot, Kai Yan, Charles Coutant, Fabrice Andre, Lajos Pusztai, Roman Rouzier
BMC Bioinformatics. 2008; 9: 149. Published online 2008 March 15. doi: 10.1186/1471-2105-9-149
PMCID:
PMC2292140
Abstract Full Text PDF–502K Supplementary Material
On sparse Fisher discriminant method for microarray data analysis
Eric S Fung, Michael K Ng
Bioinformation. 2007; 2(5): 230–234. Published online 2007 December 30.
PMCID:
PMC2241932
Abstract Full Text PDF–307K Supplementary Material
Gene selection for classification of microarray data based on the Bayes error
Ji-Gang Zhang, Hong-Wen Deng
BMC Bioinformatics. 2007; 8: 370. Published online 2007 October 3. doi: 10.1186/1471-2105-8-370
PMCID:
PMC2089123
Abstract Full Text PDF–582K
A comparison of univariate and multivariate gene selection techniques for classification of cancer datasets
Carmen Lai, Marcel JT Reinders, Laura J van't Veer, Lodewyk FA Wessels
BMC Bioinformatics. 2006; 7: 235. Published online 2006 May 2. doi: 10.1186/1471-2105-7-235
PMCID:
PMC1569875
Abstract Full Text PDF–333K
Improved variance estimation of classification performance via reduction of bias caused by small sample size
Ulrika Wickenberg-Bolin, Hanna Göransson, Mårten Fryknäs, Mats G Gustafsson, Anders Isaksson
BMC Bioinformatics. 2006; 7: 127. Published online 2006 March 13. doi: 10.1186/1471-2105-7-127
PMCID:
PMC1435937
Abstract Full Text PDF–273K Supplementary Material
Simple decision rules for classifying human cancers from gene expression profiles
Aik Choon Tan, Daniel Q. Naiman, Lei Xu, Raimond L. Winslow, Donald Geman
Bioinformatics. Author manuscript; available in PMC 2007 September 20.
Published in final edited form as: Bioinformatics. 2005 October 15; 21(20): 3896–3904. Published online 2005 August 16. doi: 10.1093/bioinformatics/bti631
PMCID:
PMC1987374
Abstract Full Text PDF–1.0M
Many accurate small-discriminatory feature subsets exist in microarray transcript data: biomarker discovery
Leslie R Grate
BMC Bioinformatics. 2005; 6: 97. Published online 2005 April 13. doi: 10.1186/1471-2105-6-97
PMCID:
PMC1090559
Abstract Full Text PDF–380K Supplementary Material
Classification between normal and tumor tissues based on the pair-wise gene expression ratio
YeeLeng Yap, XueWu Zhang, MT Ling, XiangHong Wang, YC Wong, Antoine Danchin
BMC Cancer. 2004; 4: 72. Published online 2004 October 7. doi: 10.1186/1471-2407-4-72
PMCID:
PMC524507
Abstract Full Text PDF–463K
Classifying Gene Expression Profiles from Pairwise mRNA Comparisons
Donald Geman, Christian d'Avignon, Daniel Q. Naiman, Raimond L. Winslow
Stat Appl Genet Mol Biol. Author manuscript; available in PMC 2007 September 21.
Published in final edited form as: Stat Appl Genet Mol Biol. 2004; 3: Article19. Published online 2004 August 30. doi: 10.2202/1544-6115.1071
PMCID:
PMC1989150
Abstract Full Text PDF–127K
Entropy-based gene ranking without selection bias for the predictive classification of microarray data
Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman
BMC Bioinformatics. 2003; 4: 54. Published online 2003 November 6. doi: 10.1186/1471-2105-4-54
PMCID:
PMC293475
Abstract Full Text PDF–1.3M
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