Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification.
Alejandro Lopez RinconAlberto Paolo TondaMohamed ElatiOlivier SchwanderBenjamin PiwowarskiPatrick GallinariPublished in: Appl. Soft Comput. (2018)
Keyphrases
- evolutionary optimization
- gene expression
- gene expression profiles
- cancer datasets
- convolutional neural networks
- gene sets
- microarray
- ovarian cancer
- breast cancer
- cancer classification
- multi objective
- computational methods
- microarray data analysis
- cancer diagnosis
- pattern recognition
- gene expression data
- gene selection
- gene ontology
- genetic algorithm
- high dimensional
- binding sites
- dna microarray
- gene regulation
- microarray data
- microarray datasets
- clustering analysis
- genome wide
- secondary structure
- feature extraction
- machine learning