-
1
-
-
77949507309
-
Robust biomarker identification for cancer diagnosis with ensemble feature selection methods
-
T. Abeel, T. Helleputte, Y.V. de Peer, P. Dupont, and Y. Saeys Robust biomarker identification for cancer diagnosis with ensemble feature selection methods Bioinformatics 26 3 2010 392 398
-
(2010)
Bioinformatics
, vol.26
, Issue.3
, pp. 392-398
-
-
Abeel, T.1
Helleputte, T.2
De Peer, Y.V.3
Dupont, P.4
Saeys, Y.5
-
2
-
-
22944482840
-
Attribute clustering for grouping, selection, and classification of gene expression data
-
DOI 10.1109/TCBB.2005.17
-
W. Au, K. Chan, A. Wong, and Y. Wang Attribute clustering for grouping, selection, and classification of gene expression data IEEE/ACM Transactions on Computational Biology and Bioinformatics 2 2 2005 83 101 (Pubitemid 41049910)
-
(2005)
IEEE/ACM Transactions on Computational Biology and Bioinformatics
, vol.2
, Issue.2
, pp. 83-101
-
-
Au, W.-H.1
Chan, K.C.C.2
Wong, A.K.C.3
Wang, Y.4
-
3
-
-
67449095891
-
Computational biology for cardiovascular biomarker discovery
-
F. Azuaje, Y. Devaux, and D. Wagner Computational biology for cardiovascular biomarker discovery Briefings in Bioinformatics 10 4 2009 367 377
-
(2009)
Briefings in Bioinformatics
, vol.10
, Issue.4
, pp. 367-377
-
-
Azuaje, F.1
Devaux, Y.2
Wagner, D.3
-
5
-
-
69249159556
-
Development of biomarker classifiers from high-dimensional data
-
S. Baek, C. Tsai, and J. Chen Development of biomarker classifiers from high-dimensional data Briefings in Bioinformatics 10 5 2009 537 546
-
(2009)
Briefings in Bioinformatics
, vol.10
, Issue.5
, pp. 537-546
-
-
Baek, S.1
Tsai, C.2
Chen, J.3
-
6
-
-
0035100888
-
Biomarkers and surrogate endpoints: Preferred definitions and conceptual framework
-
Biomarkers Definitions Working Group
-
Biomarkers Definitions Working Group Biomarkers and surrogate endpoints: preferred definitions and conceptual framework Clinical Pharmacology and Therapeutics 69 3 2001 89 95
-
(2001)
Clinical Pharmacology and Therapeutics
, vol.69
, Issue.3
, pp. 89-95
-
-
-
7
-
-
69249085408
-
Stability and aggregation of ranked gene lists
-
A.L. Boulesteix, and M. Slawski Stability and aggregation of ranked gene lists Briefings in Bioinformatics 10 5 2009 556 568
-
(2009)
Briefings in Bioinformatics
, vol.10
, Issue.5
, pp. 556-568
-
-
Boulesteix, A.L.1
Slawski, M.2
-
8
-
-
0030211964
-
Bagging predictors
-
L. Breiman Bagging predictors Machine Learning 24 2 1996 123 140
-
(1996)
Machine Learning
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
9
-
-
10444221886
-
Diversity creation methods: A survey and categorisation
-
G. Brown, J. Wyatt, R. Harris, and X. Yao Diversity creation methods: a survey and categorisation Information Fusion 6 1 2005 5 20
-
(2005)
Information Fusion
, vol.6
, Issue.1
, pp. 5-20
-
-
Brown, G.1
Wyatt, J.2
Harris, R.3
Yao, X.4
-
10
-
-
59649124237
-
Integrating biological knowledge with gene expression profiles for survival prediction of cancer
-
X. Chen, and L. Wang Integrating biological knowledge with gene expression profiles for survival prediction of cancer Journal of Computational Biology 16 2 2009 265 278
-
(2009)
Journal of Computational Biology
, vol.16
, Issue.2
, pp. 265-278
-
-
Chen, X.1
Wang, L.2
-
11
-
-
35348891430
-
Network-based classification of breast cancer metastasis
-
H.Y. Chuang, E. Lee, Y.T. Liu, D. Lee, and T. Ideker Network-based classification of breast cancer metastasis Molecular Systems Biology 3 2007 140
-
(2007)
Molecular Systems Biology
, vol.3
, pp. 140
-
-
Chuang, H.Y.1
Lee, E.2
Liu, Y.T.3
Lee, D.4
Ideker, T.5
-
12
-
-
33750009273
-
Reliable gene signatures for microarray classification: Assessment of stability and performance
-
C.A. Davis, F. Gerick, V. Hintermair, C.C. Friedel, K. Fundel, R. Kuffner, and R. Zimmer Reliable gene signatures for microarray classification: assessment of stability and performance Bioinformatics 22 19 2006 2356 2363
-
(2006)
Bioinformatics
, vol.22
, Issue.19
, pp. 2356-2363
-
-
Davis, C.A.1
Gerick, F.2
Hintermair, V.3
Friedel, C.C.4
Fundel, K.5
Kuffner, R.6
Zimmer, R.7
-
13
-
-
60749090295
-
Gene-set analysis and reduction
-
I. Dinu, J. Potter, T. Mueller, Q. Liu, A. Adewale, G. Jhangri, G. Einecke, K. Famulski, P. Halloran, and Y. Yasui Gene-set analysis and reduction Briefings in Bioinformatics 10 1 2009 24 34
-
(2009)
Briefings in Bioinformatics
, vol.10
, Issue.1
, pp. 24-34
-
-
Dinu, I.1
Potter, J.2
Mueller, T.3
Liu, Q.4
Adewale, A.5
Jhangri, G.6
Einecke, G.7
Famulski, K.8
Halloran, P.9
Yasui, Y.10
-
14
-
-
38149049450
-
Solutions to instability problems with sequential wrapper-based approaches to feature selection
-
Trinity College, Dublin
-
Dunne, K., Cunningham, P., Azuaje, F., 2002. Solutions to instability problems with sequential wrapper-based approaches to feature selection. Technical Report, Department of Computer Science, Trinity College, Dublin.
-
(2002)
Technical Report, Department of Computer Science
-
-
Dunne, K.1
Cunningham, P.2
Azuaje, F.3
-
15
-
-
34547765953
-
On consensus biomarker selection
-
J. Dutkowski, and A. Gambin On consensus biomarker selection BMC Bioinformatics 8 Suppl. 5 2007 S5
-
(2007)
BMC Bioinformatics
, vol.8
, Issue.SUPPL. 5
, pp. 5
-
-
Dutkowski, J.1
Gambin, A.2
-
16
-
-
77950356812
-
Advances in metaheuristics for gene selection and classification of microarray data
-
B. Duval, and J. Hao Advances in metaheuristics for gene selection and classification of microarray data Briefings in Bioinformatics 11 1 2010 127 141
-
(2010)
Briefings in Bioinformatics
, vol.11
, Issue.1
, pp. 127-141
-
-
Duval, B.1
Hao, J.2
-
18
-
-
35348890683
-
On testing the significance of sets of genes
-
B. Efron, and R. Tibshirani On testing the significance of sets of genes Annals of Applied Statistics 1 1 2007 107 129
-
(2007)
Annals of Applied Statistics
, vol.1
, Issue.1
, pp. 107-129
-
-
Efron, B.1
Tibshirani, R.2
-
19
-
-
13444282534
-
Outcome signature genes in breast cancer: Is there a unique set?
-
L. Ein-Dor, I. Kela, G. Getz, D. Givol, and E. Domany Outcome signature genes in breast cancer: is there a unique set? Bioinformatics 21 2 2005 171 178
-
(2005)
Bioinformatics
, vol.21
, Issue.2
, pp. 171-178
-
-
Ein-Dor, L.1
Kela, I.2
Getz, G.3
Givol, D.4
Domany, E.5
-
21
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Y. Freund, and R.E. Schapire A decision-theoretic generalization of on-line learning and an application to boosting Journal of Computer and System Sciences 55 1 1997 119 139
-
(1997)
Journal of Computer and System Sciences
, vol.55
, Issue.1
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
22
-
-
25444456388
-
Towards precise classification of cancers based on robust gene functional expression profiles
-
Z. Guo, T. Zhang, X. Li, Q. Wang, J. Xu, H. Yu, J. Zhu, H. Wang, C. Wang, E. Topol, Q. Wang, and S. Rao Towards precise classification of cancers based on robust gene functional expression profiles BMC Bioinformatics 6 2005 58
-
(2005)
BMC Bioinformatics
, vol.6
, pp. 58
-
-
Guo, Z.1
Zhang, T.2
Li, X.3
Wang, Q.4
Xu, J.5
Yu, H.6
Zhu, J.7
Wang, H.8
Wang, C.9
Topol, E.10
Wang, Q.11
Rao, S.12
-
23
-
-
0036161259
-
Gene selection for cancer classification using support vector machines
-
I. Guyon, J. Weston, S. Barnhill, and V. Vapnik Gene selection for cancer classification using support vector machines Machine Learning 46 1 2002 389 422
-
(2002)
Machine Learning
, vol.46
, Issue.1
, pp. 389-422
-
-
Guyon, I.1
Weston, J.2
Barnhill, S.3
Vapnik, V.4
-
27
-
-
42049102625
-
Approaches to dimensionality reduction in proteomic biomarker studies
-
M. Hilario, and A. Kalousis Approaches to dimensionality reduction in proteomic biomarker studies Briefings in Bioinformatics 9 2 2008 102 118
-
(2008)
Briefings in Bioinformatics
, vol.9
, Issue.2
, pp. 102-118
-
-
Hilario, M.1
Kalousis, A.2
-
29
-
-
34547986205
-
Effective gene selection method with small sample sets using gradient-based and point injection techniques
-
D. Huang, and T. Chow Effective gene selection method with small sample sets using gradient-based and point injection techniques IEEE/ACM Transactions on Computational Biology and Bioinformatics 4 3 2007 467 475
-
(2007)
IEEE/ACM Transactions on Computational Biology and Bioinformatics
, vol.4
, Issue.3
, pp. 467-475
-
-
Huang, D.1
Chow, T.2
-
30
-
-
67649208263
-
Identification of differentially expressed subnetworks based on multivariate ANOVA
-
T. Hwang, and T. Park Identification of differentially expressed subnetworks based on multivariate ANOVA BMC Bioinformatics 10 2009 128
-
(2009)
BMC Bioinformatics
, vol.10
, pp. 128
-
-
Hwang, T.1
Park, T.2
-
31
-
-
51749084898
-
Robust and efficient identification of biomarkers by classifying features on graphs
-
T. Hwang, H. Sicotte, Z. Tian, B. Wu, J. Kocher, D. Wigle, V. Kumar, and R. Kuang Robust and efficient identification of biomarkers by classifying features on graphs Bioinformatics 24 18 2008 2023 2029
-
(2008)
Bioinformatics
, vol.24
, Issue.18
, pp. 2023-2029
-
-
Hwang, T.1
Sicotte, H.2
Tian, Z.3
Wu, B.4
Kocher, J.5
Wigle, D.6
Kumar, V.7
Kuang, R.8
-
32
-
-
55249094833
-
The knowledge-integrated network biomarkers discovery for major adverse cardiac events
-
G. Jin, X. Zhou, H. Wang, H. Zhao, K. Cui, X. Zhang, L. Chen, S. Hazen, K. Li, and S. Wong The knowledge-integrated network biomarkers discovery for major adverse cardiac events Journal of Proteome Research 7 9 2008 4013 4021
-
(2008)
Journal of Proteome Research
, vol.7
, Issue.9
, pp. 4013-4021
-
-
Jin, G.1
Zhou, X.2
Wang, H.3
Zhao, H.4
Cui, K.5
Zhang, X.6
Chen, L.7
Hazen, S.8
Li, K.9
Wong, S.10
-
33
-
-
0037715342
-
Simultaneous gene clustering and subset selection for sample classification via mdl
-
R. Jornsten, and B. Yu Simultaneous gene clustering and subset selection for sample classification via mdl Bioinformatics 19 9 2003 1100 1109
-
(2003)
Bioinformatics
, vol.19
, Issue.9
, pp. 1100-1109
-
-
Jornsten, R.1
Yu, B.2
-
34
-
-
38349106729
-
Algebraic stability indicators for ranked lists in molecular profiling
-
G. Jurman, S. Merler, A. Barla, S. Paoli, A. Galea, and C. Furlanello Algebraic stability indicators for ranked lists in molecular profiling Bioinformatics 24 2 2008 258 264
-
(2008)
Bioinformatics
, vol.24
, Issue.2
, pp. 258-264
-
-
Jurman, G.1
Merler, S.2
Barla, A.3
Paoli, S.4
Galea, A.5
Furlanello, C.6
-
35
-
-
34248647608
-
Stability of feature selection algorithms: A study on high-dimensional spaces
-
A. Kalousis, J. Prados, and M. Hilario Stability of feature selection algorithms: a study on high-dimensional spaces Knowledge and Information Systems 12 1 2007 95 116
-
(2007)
Knowledge and Information Systems
, vol.12
, Issue.1
, pp. 95-116
-
-
Kalousis, A.1
Prados, J.2
Hilario, M.3
-
36
-
-
0036211375
-
Strong feature sets from small samples
-
S. Kim, E.R. Dougherty, J. Barrera, Y. Chen, M. Bittner, and J. Trent Strong feature sets from small samples Journal of Computational Biology 9 1 2002 127 146
-
(2002)
Journal of Computational Biology
, vol.9
, Issue.1
, pp. 127-146
-
-
Kim, S.1
Dougherty, E.R.2
Barrera, J.3
Chen, Y.4
Bittner, M.5
Trent, J.6
-
37
-
-
66749184049
-
Effects of sample size on robustness and prediction accuracy of a prognostic gene signature
-
S.-Y. Kim Effects of sample size on robustness and prediction accuracy of a prognostic gene signature BMC Bioinformatics 10 2009 147
-
(2009)
BMC Bioinformatics
, vol.10
, pp. 147
-
-
Kim, S.-Y.1
-
40
-
-
65249161129
-
Pathway-based biomarker search by high-throughput proteomics profiling of secretomes
-
K. Lawlor, A. Nazarian, L. Lacomis, P. Tempst, and J. Villanueva Pathway-based biomarker search by high-throughput proteomics profiling of secretomes Journal of Proteome Research 8 3 2009 1489 1503
-
(2009)
Journal of Proteome Research
, vol.8
, Issue.3
, pp. 1489-1503
-
-
Lawlor, K.1
Nazarian, A.2
Lacomis, L.3
Tempst, P.4
Villanueva, J.5
-
41
-
-
57149092133
-
Inferring pathway activity toward precise disease classification
-
E. Lee, H. Chuang, J. Kim, T. Ideker, and D. Lee Inferring pathway activity toward precise disease classification PLoS Computational Biology 4 11 2008 e1000217
-
(2008)
PLoS Computational Biology
, vol.4
, Issue.11
, pp. 1000217
-
-
Lee, E.1
Chuang, H.2
Kim, J.3
Ideker, T.4
Lee, D.5
-
43
-
-
33847292771
-
Clustering threshold gradient descent regularization: With applications to microarray studies
-
S. Ma, and J. Huang Clustering threshold gradient descent regularization: with applications to microarray studies Bioinformatics 23 4 2007 466 472
-
(2007)
Bioinformatics
, vol.23
, Issue.4
, pp. 466-472
-
-
Ma, S.1
Huang, J.2
-
44
-
-
49949090353
-
Penalized feature selection and classification in bioinformatics
-
S. Ma, and J. Huang Penalized feature selection and classification in bioinformatics Briefings in Bioinformatics 9 5 2008 392 403
-
(2008)
Briefings in Bioinformatics
, vol.9
, Issue.5
, pp. 392-403
-
-
Ma, S.1
Huang, J.2
-
45
-
-
75249095349
-
Identification of cancer-associated gene clusters and genes via clustering penalization
-
S. Ma, J. Huang, and S. Shen Identification of cancer-associated gene clusters and genes via clustering penalization Statistics and its Interface 2 2009 1 11
-
(2009)
Statistics and Its Interface
, vol.2
, pp. 1-11
-
-
Ma, S.1
Huang, J.2
Shen, S.3
-
46
-
-
33947425580
-
Supervised group lasso with applications to microarray data analysis
-
S. Ma, X. Song, and J. Huang Supervised group lasso with applications to microarray data analysis BMC Bioinformatics 8 2007 60
-
(2007)
BMC Bioinformatics
, vol.8
, pp. 60
-
-
Ma, S.1
Song, X.2
Huang, J.3
-
48
-
-
13444249852
-
Prediction of cancer outcome with microarrays: A multiple random validation strategy
-
DOI 10.1016/S0140-6736(05)17866-0
-
S. Michiels, S. Koscielny, and C. Hill Prediction of cancer outcome with microarrays: a multiple random validation strategy Lancet 365 9458 2005 488 492 (Pubitemid 40215731)
-
(2005)
Lancet
, vol.365
, Issue.9458
, pp. 488-492
-
-
Michiels, S.1
Koscielny, S.2
Hill, C.3
-
49
-
-
34248593385
-
Gene expression network analysis and applications to immunology
-
S. Nacu, R. Critchley-Thorne, P. Lee, and S. Holmes Gene expression network analysis and applications to immunology Bioinformatics 23 7 2007 850 858
-
(2007)
Bioinformatics
, vol.23
, Issue.7
, pp. 850-858
-
-
Nacu, S.1
Critchley-Thorne, R.2
Lee, P.3
Holmes, S.4
-
50
-
-
43149116763
-
Gene-set approach for expression pattern analysis
-
D. Nam, and S.Y. Kim Gene-set approach for expression pattern analysis Briefings in Bioinformatics 9 3 2008 189 197
-
(2008)
Briefings in Bioinformatics
, vol.9
, Issue.3
, pp. 189-197
-
-
Nam, D.1
Kim, S.Y.2
-
51
-
-
63549151475
-
A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry
-
M. Netzer, G. Millonig, M. Osl, B. Pfeifer, S. Praun, J. Villinger, W. Vogel, and C. Baumgartner A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry Bioinformatics 25 7 2009 941 947
-
(2009)
Bioinformatics
, vol.25
, Issue.7
, pp. 941-947
-
-
Netzer, M.1
Millonig, G.2
Osl, M.3
Pfeifer, B.4
Praun, S.5
Villinger, J.6
Vogel, W.7
Baumgartner, C.8
-
55
-
-
34147177060
-
Averaged gene expressions for regression
-
M. Park, T. Hastie, and R. Tibshirani Averaged gene expressions for regression Biostatistics 8 2 2007 212 227
-
(2007)
Biostatistics
, vol.8
, Issue.2
, pp. 212-227
-
-
Park, M.1
Hastie, T.2
Tibshirani, R.3
-
56
-
-
33847162049
-
Classification of microarray data using gene networks
-
F. Rapaport, A. Zinovyev, M. Dutreix, E. Barillot, and J. Vert Classification of microarray data using gene networks BMC Bioinformatics 8 2007 35
-
(2007)
BMC Bioinformatics
, vol.8
, pp. 35
-
-
Rapaport, F.1
Zinovyev, A.2
Dutreix, M.3
Barillot, E.4
Vert, J.5
-
57
-
-
35748932917
-
A review of feature selection techniques in bioinformatics
-
Y. Saeys, I. Inza, and P. Larranaga A review of feature selection techniques in bioinformatics Bioinformatics 23 19 2007 2507 2517
-
(2007)
Bioinformatics
, vol.23
, Issue.19
, pp. 2507-2517
-
-
Saeys, Y.1
Inza, I.2
Larranaga, P.3
-
58
-
-
52349110916
-
Identifying subset of genes that have influential impacts on cancer progression: A new approach to analyze cancer microarray data
-
M. Shi, and S. Ma Identifying subset of genes that have influential impacts on cancer progression: a new approach to analyze cancer microarray data Functional and Integrative Genomics 8 4 2008 361 373
-
(2008)
Functional and Integrative Genomics
, vol.8
, Issue.4
, pp. 361-373
-
-
Shi, M.1
Ma, S.2
-
59
-
-
27644528185
-
Cross-platform comparability of microarray technology: Intra-platform consistency and appropriate data analysis procedures are essential
-
L. Shi et al. Cross-platform comparability of microarray technology: intra-platform consistency and appropriate data analysis procedures are essential BMC Bioinformatics 6 Suppl. 2 2005 S12
-
(2005)
BMC Bioinformatics
, vol.6
, Issue.SUPPL. 2
, pp. 12
-
-
Shi, L.1
-
60
-
-
37849008827
-
Guilt-by-association feature selection: Identifying biomarkers from proteomic profiles
-
H. Shin, B. Sheu, M. Joseph, and M.K. Markey Guilt-by-association feature selection: identifying biomarkers from proteomic profiles Journal of Biomedical Informatics 41 1 2008 124 136
-
(2008)
Journal of Biomedical Informatics
, vol.41
, Issue.1
, pp. 124-136
-
-
Shin, H.1
Sheu, B.2
Joseph, M.3
Markey, M.K.4
-
62
-
-
0036320438
-
Proteomics for cancer biomarker discovery
-
P. Srinivas, M. Verma, Y. Zhao, and S. Srivastava Proteomics for cancer biomarker discovery Clinical Chemistry 48 8 2002 1160 1169
-
(2002)
Clinical Chemistry
, vol.48
, Issue.8
, pp. 1160-1169
-
-
Srinivas, P.1
Verma, M.2
Zhao, Y.3
Srivastava, S.4
-
63
-
-
0037494667
-
Gene selection in microarray data: The elephant, the blind men and our algorithms
-
G. Stolovitzky Gene selection in microarray data: the elephant, the blind men and our algorithms Current Opinion in Structural Biology 13 3 2003 370 376
-
(2003)
Current Opinion in Structural Biology
, vol.13
, Issue.3
, pp. 370-376
-
-
Stolovitzky, G.1
-
64
-
-
77949524863
-
Accurate and reliable cancer classification based on probabilistic inference of pathway activity
-
J. Su, B.-J. Yoon, and E.R. Dougherty Accurate and reliable cancer classification based on probabilistic inference of pathway activity PLoS ONE 4 12 2009 e8161
-
(2009)
PLoS ONE
, vol.4
, Issue.12
, pp. 8161
-
-
Su, J.1
Yoon, B.-J.2
Dougherty, E.R.3
-
65
-
-
27344435774
-
Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles
-
A. Subramanian, P. Tamayoa, V.K. Moothaa, S. Mukherjeed, B.L. Eberta, M.A. Gillettea, A. Paulovichg, S.L. Pomeroyh, T.R. Goluba, E.S. Landera, and J.P. Mesirova Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles Proceedings of the National Academy of Sciences of the United States of America 102 43 2005 15545 15550
-
(2005)
Proceedings of the National Academy of Sciences of the United States of America
, vol.102
, Issue.43
, pp. 15545-15550
-
-
Subramanian, A.1
Tamayoa, P.2
Moothaa, V.K.3
Mukherjeed, S.4
Eberta, B.L.5
Gillettea, M.A.6
Paulovichg, A.7
Pomeroyh, S.L.8
Goluba, T.R.9
Landera, E.S.10
Mesirova, J.P.11
-
66
-
-
34247622378
-
Iterative relief for feature weighting: Algorithms, theories, and applications
-
Y. Sun Iterative relief for feature weighting: algorithms, theories, and applications IEEE Transactions on Pattern Analysis and Machine Intelligence 29 6 2007 1035 1051
-
(2007)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.29
, Issue.6
, pp. 1035-1051
-
-
Sun, Y.1
-
67
-
-
34547887978
-
Incorporating prior knowledge of predictors into penalized classifiers with multiple penalty terms
-
F. Tai, and W. Pan Incorporating prior knowledge of predictors into penalized classifiers with multiple penalty terms Bioinformatics 23 14 2007 1775 1782
-
(2007)
Bioinformatics
, vol.23
, Issue.14
, pp. 1775-1782
-
-
Tai, F.1
Pan, W.2
-
68
-
-
66249119022
-
Application of multiple statistical tests to enhance mass spectrometry-based biomarker discovery
-
N.C. Tan, W.G. Fisher, K.P. Rosenblatt, and H.R. Garner Application of multiple statistical tests to enhance mass spectrometry-based biomarker discovery BMC Bioinformatics 10 2009 144
-
(2009)
BMC Bioinformatics
, vol.10
, pp. 144
-
-
Tan, N.C.1
Fisher, W.G.2
Rosenblatt, K.P.3
Garner, H.R.4
-
69
-
-
56549110184
-
Recursive fuzzy granulation for gene subsets extraction and cancer classification
-
Y. Tang, Y. Zhang, Z. Huang, X. Hu, and Y. Zhao Recursive fuzzy granulation for gene subsets extraction and cancer classification IEEE Transactions on Information Technology in Biomedicine 12 6 2008 723 730
-
(2008)
IEEE Transactions on Information Technology in Biomedicine
, vol.12
, Issue.6
, pp. 723-730
-
-
Tang, Y.1
Zhang, Y.2
Huang, Z.3
Hu, X.4
Zhao, Y.5
-
72
-
-
0037161731
-
Comparative assessment of large-scale data sets of protein-protein interactions
-
C. von Mering, R. Krause, B. Snel, M. Cornell, S. Oliver, S. Fields, and P. Bork Comparative assessment of large-scale data sets of protein-protein interactions Nature 417 6887 2002 399 403
-
(2002)
Nature
, vol.417
, Issue.6887
, pp. 399-403
-
-
Von Mering, C.1
Krause, R.2
Snel, B.3
Cornell, M.4
Oliver, S.5
Fields, S.6
Bork, P.7
-
73
-
-
0026692226
-
Stacked generalization
-
D.H. Wolpert Stacked generalization Neural Networks 5 2 1992 241 259
-
(1992)
Neural Networks
, vol.5
, Issue.2
, pp. 241-259
-
-
Wolpert, D.H.1
-
74
-
-
33748489754
-
Similarities of ordered gene lists
-
X. Yang, S. Bentink, S. Scheid, and R. Spang Similarities of ordered gene lists Journal of Bioinformatics and Computational Biology 4 3 2006 693 708
-
(2006)
Journal of Bioinformatics and Computational Biology
, vol.4
, Issue.3
, pp. 693-708
-
-
Yang, X.1
Bentink, S.2
Scheid, S.3
Spang, R.4
-
75
-
-
16344371755
-
Identifying differentially expressed genes from microarray experiments via statistic synthesis
-
Y. Yang, Y. Xiao, and M. Segal Identifying differentially expressed genes from microarray experiments via statistic synthesis Bioinformatics 21 7 2005 1084 1093
-
(2005)
Bioinformatics
, vol.21
, Issue.7
, pp. 1084-1093
-
-
Yang, Y.1
Xiao, Y.2
Segal, M.3
-
76
-
-
34250676530
-
Recursive cluster elimination (RCE) for classification and feature selection from gene expression data
-
M. Yousef, S. Jung, L. Showe, and M. Showe Recursive cluster elimination (RCE) for classification and feature selection from gene expression data BMC Bioinformatics 8 2007 144
-
(2007)
BMC Bioinformatics
, vol.8
, pp. 144
-
-
Yousef, M.1
Jung, S.2
Showe, L.3
Showe, M.4
-
77
-
-
71749108850
-
Classification and biomarker identification using gene network modules and support vector machines
-
M. Yousef, M. Ketany, L. Manevitz, L. Showe, and M.K. Showe Classification and biomarker identification using gene network modules and support vector machines BMC Bioinformatics 10 2009 337
-
(2009)
BMC Bioinformatics
, vol.10
, pp. 337
-
-
Yousef, M.1
Ketany, M.2
Manevitz, L.3
Showe, L.4
Showe, M.K.5
-
79
-
-
51749123784
-
Apparently low reproducibility of true differential expression discoveries in microarray studies
-
M. Zhang, C. Yao, Z. Guo, J. Zou, L. Zhang, H. Xiao, D. Wang, D. Yang, X. Gong, J. Zhu, Y. Li, and X. Li Apparently low reproducibility of true differential expression discoveries in microarray studies Bioinformatics 24 18 2008 2057 2063
-
(2008)
Bioinformatics
, vol.24
, Issue.18
, pp. 2057-2063
-
-
Zhang, M.1
Yao, C.2
Guo, Z.3
Zou, J.4
Zhang, L.5
Xiao, H.6
Wang, D.7
Yang, D.8
Gong, X.9
Zhu, J.10
Li, Y.11
Li, X.12
-
80
-
-
67649205714
-
Evaluating reproducibility of differential expression discoveries in microarray studies by considering correlated molecular changes
-
M. Zhang, L. Zhang, J. Zou, C. Yao, H. Xiao, Q. Liu, J. Wang, D. Wang, C. Wang, and Z. Guo Evaluating reproducibility of differential expression discoveries in microarray studies by considering correlated molecular changes Bioinformatics 25 13 2009 1662 1668
-
(2009)
Bioinformatics
, vol.25
, Issue.13
, pp. 1662-1668
-
-
Zhang, M.1
Zhang, L.2
Zou, J.3
Yao, C.4
Xiao, H.5
Liu, Q.6
Wang, J.7
Wang, D.8
Wang, C.9
Guo, Z.10
-
81
-
-
46949104413
-
Using the information embedded in the testing sample to break the limits caused by the small sample size in microarray-based classification
-
M. Zhu, and A.M. Martinez Using the information embedded in the testing sample to break the limits caused by the small sample size in microarray-based classification BMC Bioinformatics 9 2008 280
-
(2008)
BMC Bioinformatics
, vol.9
, pp. 280
-
-
Zhu, M.1
Martinez, A.M.2
-
83
-
-
41649108521
-
Comparing the characteristics of gene expression profiles derived by univariate and multivariate classification methods
-
M. Zucknick, S. Richardson, and E.A. Stronach Comparing the characteristics of gene expression profiles derived by univariate and multivariate classification methods Statistical Applications in Genetics and Molecular Biology 7 1 2008 7
-
(2008)
Statistical Applications in Genetics and Molecular Biology
, vol.7
, Issue.1
, pp. 7
-
-
Zucknick, M.1
Richardson, S.2
Stronach, E.A.3
|