Breast Cancer Microarray and RNASeq Data Integration Applied to Classification.
Daniel CastilloJuan Manuel GalvezLuis Javier HerreraIgnacio RojasPublished in: IWANN (1) (2017)
Keyphrases
- data integration
- microarray
- breast cancer
- cancer datasets
- cancer classification
- bladder cancer
- gene expression
- high throughput
- gene expression profiles
- data management
- microarray data
- gene expression data
- data model
- mammogram images
- biological data
- data sources
- databases
- high dimensionality
- early detection
- microarray datasets
- gene expression analysis
- dna microarray
- related genes
- logistic regression
- selected genes
- gene selection
- molecular biology
- experimental conditions
- classification accuracy
- machine learning
- life sciences
- cancer diagnosis
- decision trees
- gene ontology
- data warehouse
- support vector
- gene expression datasets
- tissue samples
- support vector machine svm
- real world
- database systems
- object oriented
- business intelligence