Multi-class cancer classification by total principal component regression (TPCR) using microarray gene expression data

Article English OPEN
Tan, Yongxi; Shi, Leming; Tong, Weida; Wang, Charles;
  • Publisher: Oxford University Press
  • Journal: Nucleic Acids Research,volume 33,issue 1,pages56-65 (issn: 0305-1048, eissn: 1362-4962)
  • Related identifiers: pmc: PMC546133, doi: 10.1093/nar/gki144
  • Subject: Article

DNA microarray technology provides a promising approach to the diagnosis and prognosis of tumors on a genome-wide scale by monitoring the expression levels of thousands of genes simultaneously. One problem arising from the use of microarray data is the difficulty to ana... View more
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