相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Identifying high-dimensional biomarkers for personalized medicine via variable importance ranking
Songjoon Baek et al.
JOURNAL OF BIOPHARMACEUTICAL STATISTICS (2008)
Development and validation of biomarker classifiers for treatment selection
Richard Simon
JOURNAL OF STATISTICAL PLANNING AND INFERENCE (2008)
Ensemble methods for classification of patients for personalized medicine with high-dimensional data
Hojin Moon et al.
ARTIFICIAL INTELLIGENCE IN MEDICINE (2007)
Key aspects of analyzing microarray gene-expression data
James J. Chen
PHARMACOGENOMICS (2007)
Gene selection with multiple ordering criteria
James J. Chen et al.
BMC BIOINFORMATICS (2007)
Paving the critical path: How can clinical pharmacology help achieve the vision?
L. J. Lesko
CLINICAL PHARMACOLOGY & THERAPEUTICS (2007)
Critical review of published microarray studies for cancer outcome and guidelines on statistical analysis and reporting
Alain Dupuy et al.
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE (2007)
Eigengene-based linear discriminant model for tumor classification using gene expression microarray data
Ronglai Shen et al.
BIOINFORMATICS (2006)
Feature selection using Haar wavelet power spectrum
Prabakaran Subramani et al.
BMC BIOINFORMATICS (2006)
Process map proposal for the validation of genomic biomarkers
Federico Goodsaid et al.
PHARMACOGENOMICS (2006)
Classification methods for the development of genomic signatures from high-dimensional data
Hojin Moon et al.
GENOME BIOLOGY (2006)
An extensive comparison of recent classification tools applied to microarray data
JW Lee et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2005)
Prediction of cancer outcome with microarrays: a multiple random validation strategy
S Michiels et al.
LANCET (2005)
Multi-class clustering and prediction in the analysis of microarray data
CA Tsai et al.
MATHEMATICAL BIOSCIENCES (2005)
Optimization models for cancer classification: extracting gene interaction information from microarray expression data
AV Antonov et al.
BIOINFORMATICS (2004)
Gene selection and classification from microarray data using kernel machine
JH Cho et al.
FEBS LETTERS (2004)
A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression
T Li et al.
BIOINFORMATICS (2004)
Molecular classification of cancer types from microarray data using the combination of genetic algorithms and support vector machines
SH Peng et al.
FEBS LETTERS (2003)
New algorithms for multi-class cancer diagnosis using tumor gene expression signatures
AM Bagirov et al.
BIOINFORMATICS (2003)
An analytical method for multiclass molecular cancer classification
R Rifkin et al.
SIAM REVIEW (2003)
Selection bias in gene extraction on the basis of microarray gene-expression data
C Ambroise et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2002)
Diagnosis of multiple cancer types by shrunken centroids of gene expression
R Tibshirani et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2002)
Gene selection for cancer classification using support vector machines
I Guyon et al.
MACHINE LEARNING (2002)
Comparison of discrimination methods for the classification of tumors using gene expression data
S Dudoit et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2002)
Support vector machine classification and validation of cancer tissue samples using microarray expression data
TS Furey et al.
BIOINFORMATICS (2000)
Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling
AA Alizadeh et al.
NATURE (2000)