A Pathway-Based Classification Method That Can Improve Microarray-Based Colorectal Cancer Diagnosis.
Hong-Qiang WangXin-Ping XieChun-Hou ZhengPublished in: ICIC (3) (2011)
Keyphrases
- microarray
- cancer diagnosis
- classification method
- cancer classification
- gene selection
- gene expression data
- gene expression
- high throughput
- colon cancer
- gene expression profiles
- microarray data
- experimental conditions
- gene ontology
- knn
- k nearest neighbor
- support vector machine svm
- dna microarray data
- dna microarray
- high dimensionality
- lung cancer
- text classification
- ovarian cancer
- support vector machine
- classification algorithm
- neural network
- clustering analysis
- feature selection
- biological data
- unsupervised learning
- feature vectors
- similarity measure
- machine learning