-
1
-
-
19344375744
-
Semi-supervised methods to predict patient survival from gene expression data
-
Bair,E. and Tibshirani,R. (2004) Semi-supervised methods to predict patient survival from gene expression data. PLoS Biology, 2, 511-522.
-
(2004)
PLoS Biology
, vol.2
, pp. 511-522
-
-
Bair, E.1
Tibshirani, R.2
-
2
-
-
0035923521
-
Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses
-
Bhattacharjee,A. et al. (2001) Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses. Proc. Nat. Acad. Sci., 98, 13790-13795.
-
(2001)
Proc. Nat. Acad. Sci
, vol.98
, pp. 13790-13795
-
-
Bhattacharjee, A.1
-
3
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
Burges,C.J.C. (1998) A tutorial on support vector machines for pattern recognition. Data Min. Knowl. Disc., 2, 121-167.
-
(1998)
Data Min. Knowl. Disc
, vol.2
, pp. 121-167
-
-
Burges, C.J.C.1
-
4
-
-
0000336139
-
Regression models and life-tables (with discussion)
-
Cox,D.R. (1972) Regression models and life-tables (with discussion). J. Roy. Stat. Soc. B, 34, 187-220.
-
(1972)
J. Roy. Stat. Soc. B
, vol.34
, pp. 187-220
-
-
Cox, D.R.1
-
5
-
-
0016794660
-
Partial likelihood
-
Cox,D.R. (1975) Partial likelihood. Biometrika, 62, 269-276.
-
(1975)
Biometrika
, vol.62
, pp. 269-276
-
-
Cox, D.R.1
-
7
-
-
0030069896
-
Multivariable prognostic models: Issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors
-
Harrell,F.E. et al. (1996) Multivariable prognostic models: Issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat. Med., 15, 361-387.
-
(1996)
Stat. Med
, vol.15
, pp. 361-387
-
-
Harrell, F.E.1
-
8
-
-
33845382806
-
Nonparametric estimation from incomplete observations
-
Kaplan,E.L. and Meier,P. (1958) Nonparametric estimation from incomplete observations. J. Am. Stat. Assoc., 53, 457-481.
-
(1958)
J. Am. Stat. Assoc
, vol.53
, pp. 457-481
-
-
Kaplan, E.L.1
Meier, P.2
-
9
-
-
0015000439
-
Some results on Tchebycheffian spline functions
-
Kimeldorf,G and Wahba,G (1971) Some results on Tchebycheffian spline functions. J. Math. Anal. Appl., 33, 82-95.
-
(1971)
J. Math. Anal. Appl
, vol.33
, pp. 82-95
-
-
Kimeldorf, G.1
Wahba, G.2
-
10
-
-
12744266814
-
Partial Cox regression analysis for high-dimensional microarray gene expression data
-
Li,H. and Gui,J. (2004) Partial Cox regression analysis for high-dimensional microarray gene expression data. Bioinformatics, 20, i208-i215.
-
(2004)
Bioinformatics
, vol.20
-
-
Li, H.1
Gui, J.2
-
11
-
-
0043130665
-
Kernel Cox regression models for linking gene expression profiles to censored survival data
-
Li,H. and Luan,Y. (2003) Kernel Cox regression models for linking gene expression profiles to censored survival data. Pac. Symp. Biocomput. 8, 65-76.
-
(2003)
Pac. Symp. Biocomput
, vol.8
, pp. 65-76
-
-
Li, H.1
Luan, Y.2
-
12
-
-
0003120218
-
Fast training of support vector machines using sequential minimal optimization
-
Schölkopf,B, Burges,C. and Smola,A, eds, MIT Press, Cambridge, MA
-
Platt,J. (1999) Fast training of support vector machines using sequential minimal optimization. In Schölkopf,B., Burges,C. and Smola,A. (eds) Advances in Kernel Methods - Support Vector Learning MIT Press, Cambridge, MA.
-
(1999)
Advances in Kernel Methods - Support Vector Learning
-
-
Platt, J.1
-
13
-
-
0037142053
-
The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma
-
Rosenwald,A. et al. (2002) The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma. N. Engl. J. Med., 346, 1937-1947.
-
(2002)
N. Engl. J. Med
, vol.346
, pp. 1937-1947
-
-
Rosenwald, A.1
-
14
-
-
0031015557
-
The Lasso method for variable selection in the Cox model
-
Tibshirani,R. (1997) The Lasso method for variable selection in the Cox model. Stat. Med., 16, 385-395.
-
(1997)
Stat. Med
, vol.16
, pp. 385-395
-
-
Tibshirani, R.1
-
15
-
-
18244409687
-
Gene expression profiling predicts clinical outcome of breast cancer
-
van't Veer,L.J. et al. (2002) Gene expression profiling predicts clinical outcome of breast cancer. Nature, 6871, 530-536.
-
(2002)
Nature
, vol.6871
, pp. 530-536
-
-
van't Veer, L.J.1
-
16
-
-
0010864753
-
Generalized portrait method for pattern recognition
-
Vapnik,V. and Lerner,A.J. (1963) Generalized portrait method for pattern recognition. Automat. Rem. Contr., 24, 774-780.
-
(1963)
Automat. Rem. Contr
, vol.24
, pp. 774-780
-
-
Vapnik, V.1
Lerner, A.J.2
-
17
-
-
13844310310
-
Gene-expression profiles to predict distant metastasis of lymphnode-negative primary breast cancer
-
Wang,Y. et al. (2005) Gene-expression profiles to predict distant metastasis of lymphnode-negative primary breast cancer. Lancet, 365, 671-679.
-
(2005)
Lancet
, vol.365
, pp. 671-679
-
-
Wang, Y.1
-
18
-
-
15944424353
-
Kernel logistic regression and the import vector machine
-
Zhu,J. and Hastie,T. (2005) Kernel logistic regression and the import vector machine. J. Comput. Graph. Stat., 14(1), 185-205.
-
(2005)
J. Comput. Graph. Stat
, vol.14
, Issue.1
, pp. 185-205
-
-
Zhu, J.1
Hastie, T.2
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