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Volumn 3, Issue , 2007, Pages 29-41

Statistical redundancy testing for improved gene selection in cancer classification using microarray data

Author keywords

Cancer classification; Gene selection; Microarray; Statistical redundancy

Indexed keywords

ALGORITHM; ARTICLE; CANCER; CANCER CLASSIFICATION; COLON CANCER; DATA ANALYSIS; GENETIC SELECTION; HUMAN; LEUKEMIA; MICROARRAY ANALYSIS; NUCLEOTIDE SEQUENCE; REDUNDANCY ANALYSIS; SIMULATION; STATISTICAL ANALYSIS; CLASSIFIER; DNA MICROARRAY;

EID: 34447560963     PISSN: 11769351     EISSN: 11769351     Source Type: Journal    
DOI: 10.1177/117693510700300010     Document Type: Article
Times cited : (10)

References (24)
  • 1
    • 0033536012 scopus 로고    scopus 로고
    • Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon cancer tissues probed by oligonucleotide arrays
    • Alon, U., Barkai, N., Notterman, D.A., Gish, K., Ybarra, S., Mack, D. and Levine, A.J. 1999. Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon cancer tissues probed by oligonucleotide arrays. PNAS, 96:6745-6750.
    • (1999) PNAS , vol.96 , pp. 6745-6750
    • Alon, U.1    Barkai, N.2    Notterman, D.A.3    Gish, K.4    Ybarra, S.5    Mack, D.6    Levine, A.J.7
  • 2
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: A practical and powerful approach to multiple testing
    • Benjamini, Y. and Hochberg, Y. 1995. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J. R. Statist. Soc. B, 57:289-300.
    • (1995) J. R. Statist. Soc. B , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 4
    • 0031800720 scopus 로고    scopus 로고
    • Elevated expression of S100P, CAPL and MAGE 3 in doxorubicin-resistant cell lines: Comparison of mRNA differential display reverse transcription-polymerase chain reaction and subtractive suppressive hybridization for the analysis of differential gene expression
    • Bertram, J., Palfner, K., Hiddemann, W. and Kneba, M. 1998. Elevated expression of S100P, CAPL and MAGE 3 in doxorubicin-resistant cell lines: comparison of mRNA differential display reverse transcription-polymerase chain reaction and subtractive suppressive hybridization for the analysis of differential gene expression. Anticancer Drugs, 9:311-7.
    • (1998) Anticancer Drugs , vol.9 , pp. 311-317
    • Bertram, J.1    Palfner, K.2    Hiddemann, W.3    Kneba, M.4
  • 6
    • 34447528033 scopus 로고    scopus 로고
    • Cortes, J.E. and Kantarjian, H. 1997. In Medical Oncology: A Comprehensive Review, 2nd Ed, ed. R. Pazdur.
    • Cortes, J.E. and Kantarjian, H. 1997. In Medical Oncology: A Comprehensive Review, 2nd Ed, ed. R. Pazdur.
  • 8
    • 0037342510 scopus 로고    scopus 로고
    • Comparisons and validation of statistical clustering techniques for microarray gene expression data
    • Datta, S. and Datta, S. 2003. Comparisons and validation of statistical clustering techniques for microarray gene expression data, Bioinformatics, 19(4):459-466.
    • (2003) Bioinformatics , vol.19 , Issue.4 , pp. 459-466
    • Datta, S.1    Datta, S.2
  • 10
    • 0035836776 scopus 로고    scopus 로고
    • Fan, C.W., Sheu, D.L., Fan, H.A. and Hsu, K.C. 2001. Allen Chang, C. and Chan, E.C., Down-regulation of matrix Gla protein messenger RNA in human colorectal adenocarcinomas. Cancer Letters, 165(1):63-69.
    • Fan, C.W., Sheu, D.L., Fan, H.A. and Hsu, K.C. 2001. Allen Chang, C. and Chan, E.C., Down-regulation of matrix Gla protein messenger RNA in human colorectal adenocarcinomas. Cancer Letters, 165(1):63-69.
  • 11
    • 34447543282 scopus 로고    scopus 로고
    • Golub, T.R., Slonim, D.K., Tamayo, P., Gaasenbeek, M. and Huard, C. 1999. Mesirov, J.P., Coller, H., Loh, M., Downing, J.R., Caligiuri, M.A., Bloomfield, C.D. and Lander, E.S. Class Prediction and Discovery Using Gene Expression Data. Science, 286:531-537.
    • Golub, T.R., Slonim, D.K., Tamayo, P., Gaasenbeek, M. and Huard, C. 1999. Mesirov, J.P., Coller, H., Loh, M., Downing, J.R., Caligiuri, M.A., Bloomfield, C.D. and Lander, E.S. Class Prediction and Discovery Using Gene Expression Data. Science, 286:531-537.
  • 13
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer Classification using support vector machines
    • Guyon, I., Weston, J., Barnhill, S. and Vapnik, V. 2002. Gene selection for cancer Classification using support vector machines. Machine Learning Journal, 46(1-3):389-422.
    • (2002) Machine Learning Journal , vol.46 , Issue.1-3 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 17
    • 0032458007 scopus 로고    scopus 로고
    • Differentiation inhibitory factor Nm23 as a prognostic factor for acute myeloid leukemia
    • Okabe-Kado, J., Kasukabe, T. and Honma, Y. 1998. Differentiation inhibitory factor Nm23 as a prognostic factor for acute myeloid leukemia. Leukemia and Lymphoma, 32:19-28.
    • (1998) Leukemia and Lymphoma , vol.32 , pp. 19-28
    • Okabe-Kado, J.1    Kasukabe, T.2    Honma, Y.3
  • 18
    • 0033065099 scopus 로고    scopus 로고
    • MSF (MLL septin-like fusion), a fusion partner gene of MLL, in a therapy-related acute myeloid leukemia with at (11;17)(q23;q25)
    • Osaka, M., Rowley, J.D. and Zeleznik-Le, N.J. 1999. MSF (MLL septin-like fusion), a fusion partner gene of MLL, in a therapy-related acute myeloid leukemia with at (11;17)(q23;q25). PNAS, 96(11):6428-6433.
    • (1999) PNAS , vol.96 , Issue.11 , pp. 6428-6433
    • Osaka, M.1    Rowley, J.D.2    Zeleznik-Le, N.J.3
  • 19
    • 33745938297 scopus 로고
    • The comparison of sensitivities of similar experiments
    • Schuman, D.E.W. and Bradly, R.A. 1957. The comparison of sensitivities of similar experiments: Theory, Ann. Math. Statist., 28:902-920.
    • (1957) Theory, Ann. Math. Statist , vol.28 , pp. 902-920
    • Schuman, D.E.W.1    Bradly, R.A.2
  • 21
    • 23844504745 scopus 로고    scopus 로고
    • Association of interleukin-8 and plasminogen activator system in the progression of colorectal cancer
    • Terada, H., Urano, T. and Konno, H. 2005. Association of interleukin-8 and plasminogen activator system in the progression of colorectal cancer. European surgical research, 37(3):166-72.
    • (2005) European surgical research , vol.37 , Issue.3 , pp. 166-172
    • Terada, H.1    Urano, T.2    Konno, H.3
  • 22
    • 0000959484 scopus 로고    scopus 로고
    • CLIFF: Clustering of high-dimensional microarray data via iterative feature filtering using normalized cuts
    • Xing, E.P. and Karp R.M. 2001. CLIFF: clustering of high-dimensional microarray data via iterative feature filtering using normalized cuts. Bioinformatics, 17(1):306-315.
    • (2001) Bioinformatics , vol.17 , Issue.1 , pp. 306-315
    • Xing, E.P.1    Karp, R.M.2
  • 23
    • 25144492516 scopus 로고    scopus 로고
    • Efficient Feature Selection via Analysis of Relevance and Redundancy
    • Yu, L. and Liu, H. 2004. Efficient Feature Selection via Analysis of Relevance and Redundancy. Journal Of Machine Learning Research, 5:1205-1224.
    • (2004) Journal Of Machine Learning Research , vol.5 , pp. 1205-1224
    • Yu, L.1    Liu, H.2
  • 24
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and Variable Selection via the Elastic Net
    • Zou, H. and Hastie, T. 2005. Regularization and Variable Selection via the Elastic Net. J. R. Statist. Soc. B, 67(2):301-320.
    • (2005) J. R. Statist. Soc. B , vol.67 , Issue.2 , pp. 301-320
    • Zou, H.1    Hastie, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.