A Robust Meta-classification Strategy for Cancer Diagnosis from Gene Expression Data.
Gabriela AlexeGyan BhanotBabu VenkataraghavanRamakrishna RamaswamyJorge LepreArnold J. LevineGustavo StolovitzkyPublished in: CSB (2005)
Keyphrases
- cancer diagnosis
- gene expression data
- cancer classification
- colon cancer
- dna microarray data
- microarray
- gene expression
- gene selection
- gene expression profiles
- feature selection
- lung cancer
- relevant genes
- microarray data
- gene expression analysis
- tissue samples
- microarray datasets
- neural network
- gene regulatory networks
- random forest
- high dimensionality
- data preprocessing
- data sets
- dna microarray
- classification accuracy
- training set
- decision trees
- cell nuclei
- machine learning methods
- high dimensional data