Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data
Top Cited Papers
- 1 March 2002
- journal article
- Published by Taylor & Francis in Journal of the American Statistical Association
- Vol. 97 (457), 77-87
- https://doi.org/10.1198/016214502753479248
Abstract
A reliable and precise classification of tumors is essential for successful diagnosis and treatment of cancer. cDNA microarrays and high-density oligonucleotide chips are novel biotechnologies incr...Keywords
This publication has 17 references indexed in Scilit:
- Systematic variation in gene expression patterns in human cancer cell linesNature Genetics, 2000
- Distinct types of diffuse large B-cell lymphoma identified by gene expression profilingNature, 2000
- Genome-wide analysis of DNA copy number variation in breast cancer using DNA microarraysNature Genetics, 1999
- Distinctive gene expression patterns in human mammary epithelial cells and breast cancersProceedings of the National Academy of Sciences, 1999
- Arcing classifier (with discussion and a rejoinder by the author)The Annals of Statistics, 1998
- Exploring the Metabolic and Genetic Control of Gene Expression on a Genomic ScaleScience, 1997
- A Decision-Theoretic Generalization of On-Line Learning and an Application to BoostingJournal of Computer and System Sciences, 1997
- Expression monitoring by hybridization to high-density oligonucleotide arraysNature Biotechnology, 1996
- Discrimination techniques applied to the NCI in vitro anti‐tumour drug screen: Predicting biochemical mechanism of actionStatistics in Medicine, 1994
- THE SECULAR VARIATIONS OF SKULL CHARACTERS IN FOUR SERIES OF EGYPTIAN SKULLSAnnals of Eugenics, 1935