Lung Cancer Detection and Classification Using Microarray Data.
Kesav KancherlaRaveesh ChilakapatiDivya SuryakumarJohn CousinsConstance DorianSrinivas MukkamalaPublished in: BIOCOMP (2009)
Keyphrases
- microarray data
- lung cancer
- cancer diagnosis
- survival prediction
- gene selection
- automated detection
- dna microarray data
- cancer classification
- gene expression
- microarray data analysis
- microarray
- ovarian cancer
- feature selection
- early detection
- gene expression profiles
- microarray datasets
- small number of samples
- lymph nodes
- automatic detection
- classification accuracy
- decision trees
- cluster analysis
- microarray analysis
- gene expression data
- pattern recognition
- dna microarray
- high dimensional
- support vector machine svm
- machine learning
- support vector
- machine learning methods
- data sets
- gene sets
- feature space
- high throughput
- training samples
- supervised learning
- machine learning algorithms
- training set
- pulmonary nodules
- feature extraction
- image processing
- random forest