Biologically inspired survival analysis based on integrating gene expression as mediator with genomic variants.
Ibrahim YoussefRobert ClarkeIe-Ming ShihYue Joseph WangGuoqiang YuPublished in: Comput. Biol. Medicine (2016)
Keyphrases
- biologically inspired
- gene expression
- survival analysis
- microarray
- genomic data
- high throughput
- regression model
- breast cancer
- gene expression data
- dna binding
- biological processes
- microarray data
- binding sites
- evolutionary computing
- biological systems
- machine learning
- predictive modeling
- data mining methods
- genome wide
- transcription factors
- data mining
- microarray datasets
- gene expression profiles
- humanoid robot
- genetic programming
- data sources
- gene ontology
- high throughput technologies
- survival prediction
- human genome
- sequence data
- biological data
- logistic regression
- evolutionary algorithm
- feature space