Predicting Cancer Type with Dimensionality-Reduced Gene Expression Micro-Array Data

Autor:	Santoro, Marc, Talbert, Douglas A
Jazyk:	angličtina
Rok vydání:	2005
Předmět:	Artificial Intelligence Quantitative Biology::Molecular Networks Gene Expression Profiling Neoplasms Gene Expression Humans Quantitative Biology::Genomics Sensitivity and Specificity Article Decision Making Computer-Assisted Oligonucleotide Array Sequence Analysis
Popis:	Predictive modeling based on gene expression data is complicated by the high dimensionality (number of genes) of microarray data given the number of available samples. We investigate a method for reducing the dimensionality of the data using singular value decomposition.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=pmid________::53f08db97f5d7da3cbe97f1eaa535594 https://europepmc.org/articles/PMC1560521/ Zobrazit plný text záznamu