Classification of Normal and Tumor Tissues Using Geometric Representation of Gene Expression Microarray Data.
Saejoon KimDonghyuk ShinPublished in: MDAI (2007)
Keyphrases
- gene expression microarray data
- normal tissue
- feature representation
- tissue samples
- machine learning
- classification method
- image classification
- support vector machine
- decision trees
- classification algorithm
- pattern recognition
- data sets
- medical images
- text classification
- cancer diagnosis
- image analysis
- feature selection
- microarray data
- machine learning methods
- image representation
- model selection
- classification accuracy
- cluster analysis
- high dimensionality
- gene expression
- variable selection
- magnetic resonance images
- training data
- geometric shapes
- breast tissue
- preprocessing