Determination of tumour marker genes from gene expression data

Cluster analysis and display of genome-wide expression patterns

1998 • 16,410 citations

Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring

1999 • 11,586 citations

In silico prediction of protein-protein interactions in human macrophages

2014 • 11,120 citations

Gene expression profiling predicts clinical outcome of breast cancer

2002 • 9,314 citations

Untitled

2002 • 8,840 citations

A Gene-Expression Signature as a Predictor of Survival in Breast Cancer

2002 • 6,428 citations

Fundamentals of Biostatistics.

1969 • 4,738 citations

TM4: A Free, Open-Source System for Microarray Data Management and Analysis

2003 • 4,724 citations

Exploring the Metabolic and Genetic Control of Gene Expression on a Genomic Scale

1997 • 4,531 citations

Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays

1999 • 4,195 citations

Interpreting patterns of gene expression with self-organizing maps: Methods and application to hematopoietic differentiation

1999 • 2,990 citations

Multiclass cancer diagnosis using tumor gene expression signatures

2001 • 2,021 citations

Molecular classification of cutaneous malignant melanoma by gene expression profiling

2000 • 2,011 citations

Singular value decomposition for genome-wide expression data processing and modeling

2000 • 1,975 citations

A Bayesian framework for the analysis of microarray expression data: regularized t -test and statistical inferences of gene changes

2001 • 1,622 citations

Computational analysis of microarray data

2001 • 1,502 citations

STATISTICAL METHODS FOR IDENTIFYING DIFFERENTIALLY EXPRESSED GENES IN REPLICATED cDNA MICROARRAY EXPERIMENTS

2002 • 1,416 citations

Analysis of Variance for Gene Expression Microarray Data

2000 • 1,339 citations

Predicting the clinical status of human breast cancer by using gene expression profiles

2001 • 1,336 citations

Large-scale meta-analysis of cancer microarray data identifies common transcriptional profiles of neoplastic transformation and progression

2004 • 1,025 citations

Statistical tests for differential expression in cDNA microarray experiments

2003 • 894 citations

The molecular signature of mediastinal large B-cell lymphoma differs from that of other diffuse large B-cell lymphomas and shares features with classical Hodgkin lymphoma

2003 • 843 citations

A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis

2004 • 842 citations

A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression

2004 • 647 citations

Statistical Analysis of Gene Expression Microarray Data

2003 • 567 citations

'Gene shaving' as a method for identifying distinct sets of genes with similar expression patterns

2000 • 562 citations

A comparative review of statistical methods for discovering differentially expressed genes in replicated microarray experiments

2002 • 537 citations

Molecular profiling of human cancer

2000 • 451 citations

Design and Analysis of DNA Microarray Investigations

2003 • 344 citations

Within the fold: assessing differential expression measures and reproducibility in microarray assays

2002 • 324 citations

Nonparametric methods for identifying differentially expressed genes in microarray data

2002 • 317 citations

Molecular classification of multiple tumor types

2001 • 270 citations

Molecular portraits and the family tree of cancer

2002 • 264 citations

Tissue-Wide Expression Profiling Using cDNA Subtraction and Microarrays to Identify Tumor-Specific Genes

2004 • 228 citations

Supervised clustering of genes

2002 • 166 citations

Genome-wide analysis of gene expression in synovial sarcomas using a cDNA microarray.

2002 • 154 citations

Classification in microarray experiments

2003 • 140 citations

Differences in gene expression between B-cell chronic lymphocytic leukemia and normal B cells: a meta-analysis of three microarray studies

2004 • 124 citations

A NONPARAMETRIC SCORING ALGORITHM FOR IDENTIFYING INFORMATIVE GENES FROM MICROARRAY DATA

2000 • 121 citations

Fuzzy J-Means and VNS methods for clustering genes from microarray data

2004 • 72 citations

An Analytical Method for Multiclass Molecular Cancer Classification

2003 • 67 citations

Genomics in breast cancer—therapeutic implications

2005 • 61 citations

Classification of cancers by expression profiling

2003 • 55 citations

Models for microarray gene expression data

2002 • 48 citations

A Diagnostic Test for Prostate Cancer From Gene Expression Profiling Data

2004 • 40 citations

Microarray data—the US FDA, industry and academia

2003 • 33 citations

Statistical Methods for Analyzing Microarray Feature Data with Replications

2003 • 20 citations