Optimizing cancer diagnosis: A hybrid approach of genetic operators and Sinh Cosh Optimizer for tumor identification and feature gene selection.
Marwa M. EmamEssam H. HousseinNagwan M. Abdel SameeAmal Khalifa AlkhalifaMosa E. HosneyPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- cancer diagnosis
- gene selection
- genetic operators
- cancer classification
- evolutionary algorithm
- genetic algorithm
- microarray data
- microarray
- tumor classification
- relevant genes
- feature ranking
- microarray data classification
- gene expression data
- fitness function
- genetic algorithm ga
- colon cancer
- ovarian cancer
- dna microarray data
- dna microarray
- gene expression
- gene expression profiles
- lung cancer
- recursive feature elimination
- feature vectors
- feature selection
- support vector machine svm
- support vector machine
- differential evolution
- optimization algorithm
- random forest
- data sets