메뉴 건너뛰기




Volumn 9, Issue 4, 2007, Pages 292-303

Feature selection and molecular classification of cancer using genetic programming

Author keywords

Biomarkers; Evolutionary algorithm; Microarray profiling; Molecular diagnostics; Prostate cancer

Indexed keywords

ACCURACY; ARTICLE; CANCER CLASSIFICATION; CLASSIFICATION ALGORITHM; DIAGNOSTIC VALUE; DISEASE ASSOCIATION; DNA MICROARRAY; GENE EXPRESSION PROFILING; GENETIC PROGRAMMIMG; INTERMETHOD COMPARISON; MATHEMATICAL PHENOMENA; PREDICTION; PRIORITY JOURNAL; PROSTATE CANCER; SENSITIVITY AND SPECIFICITY; VALIDATION STUDY;

EID: 34247214462     PISSN: 15228002     EISSN: 14765586     Source Type: Journal    
DOI: 10.1593/neo.07121     Document Type: Article
Times cited : (66)

References (35)
  • 9
    • 0037388166 scopus 로고    scopus 로고
    • Cell and tumor classification using gene expression data: Construction of forests
    • Zhang H, Yu CY, and Singer B (2003). Cell and tumor classification using gene expression data: construction of forests. Proc Natl Acad Sci USA 100, 4168-4172.
    • (2003) Proc Natl Acad Sci USA , vol.100 , pp. 4168-4172
    • Zhang, H.1    Yu, C.Y.2    Singer, B.3
  • 12
    • 30344458742 scopus 로고    scopus 로고
    • The classification of cancer based on DNA microarray data that uses diverse ensemble genetic programming
    • Hong JH and Cho SB (2006). The classification of cancer based on DNA microarray data that uses diverse ensemble genetic programming. Artif Intell Med 36, 43-58.
    • (2006) Artif Intell Med , vol.36 , pp. 43-58
    • Hong, J.H.1    Cho, S.B.2
  • 13
    • 0036139278 scopus 로고    scopus 로고
    • Gene selection for sample classification based on gene expression data: Study of sensitivity to choice of parameters of the GA/KNN method
    • Li L, Weinberg CR, Darden TA, and Pedersen LG (2001). Gene selection for sample classification based on gene expression data: study of sensitivity to choice of parameters of the GA/KNN method. Bioinformatics 17, 1131-1142.
    • (2001) Bioinformatics , vol.17 , pp. 1131-1142
    • Li, L.1    Weinberg, C.R.2    Darden, T.A.3    Pedersen, L.G.4
  • 14
    • 33747585109 scopus 로고    scopus 로고
    • The use of genetic programming in the analysis of quantitative gene expression profiles for identification of nodal status in bladder cancer
    • Mitra AP, Almal AA, George B, Fry DW, Lenehan PF, Pagliarulo V, Cote RJ, Datar RH, and Worzel WP (2006). The use of genetic programming in the analysis of quantitative gene expression profiles for identification of nodal status in bladder cancer. BMC Cancer 6, 159.
    • (2006) BMC Cancer , vol.6 , pp. 159
    • Mitra, A.P.1    Almal, A.A.2    George, B.3    Fry, D.W.4    Lenehan, P.F.5    Pagliarulo, V.6    Cote, R.J.7    Datar, R.H.8    Worzel, W.P.9
  • 15
    • 0037245772 scopus 로고    scopus 로고
    • Genetic algorithms applied to multi-class prediction for the analysis of gene expression data
    • Ooi CH and Tan P (2003). Genetic algorithms applied to multi-class prediction for the analysis of gene expression data. Bioinformatics 19, 37-44.
    • (2003) Bioinformatics , vol.19 , pp. 37-44
    • Ooi, C.H.1    Tan, P.2
  • 16
    • 0037291442 scopus 로고    scopus 로고
    • Evolutionary computing for knowledge discovery in medical diagnosis
    • Tan KC, Yu Q, Heng CM, and Lee TH (2003). Evolutionary computing for knowledge discovery in medical diagnosis. Artif Intell Med 27, 129-154.
    • (2003) Artif Intell Med , vol.27 , pp. 129-154
    • Tan, K.C.1    Yu, Q.2    Heng, C.M.3    Lee, T.H.4
  • 17
    • 33747067136 scopus 로고    scopus 로고
    • Interpretable gene expression classifier with an accurate and compact fuzzy rule base for microarray data analysis
    • Ho SY, Hsieh CH, Chen HM, and Huang HL (2006). Interpretable gene expression classifier with an accurate and compact fuzzy rule base for microarray data analysis. Biosystems 85, 165-176.
    • (2006) Biosystems , vol.85 , pp. 165-176
    • Ho, S.Y.1    Hsieh, C.H.2    Chen, H.M.3    Huang, H.L.4
  • 19
    • 84948136563 scopus 로고    scopus 로고
    • Symbolic discriminant analysis for mining gene expression patterns
    • Moore JH, Parker JS, and Hahn LW (2001). Symbolic discriminant analysis for mining gene expression patterns. Lecture Notes Artif Intell 2167, 372-381.
    • (2001) Lecture Notes Artif Intell , vol.2167 , pp. 372-381
    • Moore, J.H.1    Parker, J.S.2    Hahn, L.W.3
  • 20
    • 0035992220 scopus 로고    scopus 로고
    • Symbolic discriminant analysis of microarray data in autoimmune disease
    • Moore JH, Parker JS, Olsen NJ, and Aune TM (2002). Symbolic discriminant analysis of microarray data in autoimmune disease. Genet Epidemiol 23, 57-69.
    • (2002) Genet Epidemiol , vol.23 , pp. 57-69
    • Moore, J.H.1    Parker, J.S.2    Olsen, N.J.3    Aune, T.M.4
  • 23
    • 0037316303 scopus 로고    scopus 로고
    • A comparison of normalization methods for high density oligonucleotide array data based on variance and bias
    • Bolstad BM, Irizarry RA, Astrand M, and Speed TP (2003). A comparison of normalization methods for high density oligonucleotide array data based on variance and bias. Bioinformatics 19, 185-193.
    • (2003) Bioinformatics , vol.19 , pp. 185-193
    • Bolstad, B.M.1    Irizarry, R.A.2    Astrand, M.3    Speed, T.P.4
  • 26
    • 0036682002 scopus 로고    scopus 로고
    • Comprehensive gene expression analysis of prostate cancer reveals distinct transcriptional programs associated with metastatic disease
    • LaTulippe E, Satagopan J, Smith A, Scher H, Scardino P, Reuter V, and Gerald WL (2002). Comprehensive gene expression analysis of prostate cancer reveals distinct transcriptional programs associated with metastatic disease. Cancer Res 62, 4499-4506.
    • (2002) Cancer Res , vol.62 , pp. 4499-4506
    • LaTulippe, E.1    Satagopan, J.2    Smith, A.3    Scher, H.4    Scardino, P.5    Reuter, V.6    Gerald, W.L.7
  • 27
    • 0037226593 scopus 로고    scopus 로고
    • A molecular signature of metastasis in primary solid tumors
    • Ramaswamy S, Ross KN, Lander ES, and Golub TR (2003). A molecular signature of metastasis in primary solid tumors. Nat Genet 33, 49-54.
    • (2003) Nat Genet , vol.33 , pp. 49-54
    • Ramaswamy, S.1    Ross, K.N.2    Lander, E.S.3    Golub, T.R.4
  • 33
    • 12844250126 scopus 로고    scopus 로고
    • Robust sparse hyperplane classifiers: Application to uncertain molecular profiling data
    • Bhattacharyya C, Grate LR, Jordan MI, El Ghaoui L, and Mian IS (2004). Robust sparse hyperplane classifiers: application to uncertain molecular profiling data. J Comput Biol 11, 1073-1089.
    • (2004) J Comput Biol , vol.11 , pp. 1073-1089
    • Bhattacharyya, C.1    Grate, L.R.2    Jordan, M.I.3    El Ghaoui, L.4    Mian, I.S.5
  • 34
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • Rissanen J (1978). Modeling by shortest data description. Automatica 14, 465-471.
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.