A Probabilistic Neural Network for Gene Selection and Classification of Microarray Data.
Daniel P. BerrarC. Stephen DownesWerner DubitzkyPublished in: IC-AI (2003)
Keyphrases
- microarray data
- gene selection
- probabilistic neural network
- cancer classification
- relevant genes
- microarray
- microarray data analysis
- dna microarray data
- cancer diagnosis
- gene expression profiles
- informative genes
- dna microarray
- pattern classification
- microarray datasets
- ovarian cancer
- feature selection
- colon cancer
- microarray analysis
- gene expression
- gene expression data
- support vector machine svm
- microarray classification
- selected genes
- biologically relevant
- small number of samples
- data sets
- feature ranking
- cluster analysis
- gene expression data sets
- support vector machine
- classification accuracy
- high dimensionality
- high dimensional
- decision trees
- pattern recognition
- extracted features
- model selection
- high throughput
- reinforcement learning
- neural network
- machine learning methods
- supervised learning
- object recognition