A non-parametric approach for estimating stromal contamination in cancer samples.
Mohammed ElhenawyXuchu HouGuoqiang YuPublished in: GENSiPS (2012)
Keyphrases
- tissue samples
- dna microarray
- training samples
- cancer datasets
- gene selection
- dna copy number
- gene expression datasets
- breast cancer
- cancer classification
- data sets
- early detection
- lung cancer
- cancer diagnosis
- sample set
- gene expression profiles
- data samples
- kernel density estimation
- prostate cancer
- estimation process
- probability density function
- microarray data
- gene expression
- training set
- feature selection
- genetic algorithm
- machine learning
- neural network