An improved binary particle swarm optimization algorithm for clinical cancer biomarker identification in microarray data.
Guicheng YangWei LiWeidong XieLinjie WangKun YuPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- particle swarm optimization algorithm
- microarray data
- dna microarray
- gene selection
- gene expression data
- microarray
- gene expression
- biologically significant
- particle swarm optimization
- cancer classification
- gene expression profiles
- outcome prediction
- differentially expressed genes
- disease progression
- convergence speed
- gene expression datasets
- cancer diagnosis
- feature selection
- microarray datasets
- ovarian cancer
- gene expression data sets
- mass spectrometry
- microarray technology
- biological data
- pso algorithm
- gene expression analysis
- high dimensional
- small number of samples
- microarray data analysis
- biologically relevant
- gene clusters
- analysis of gene expression
- gene networks
- high throughput
- data sets
- colon cancer
- cluster analysis
- gene sets
- breast cancer
- lung cancer
- high dimensionality
- global optimization
- evolutionary algorithm
- feature space
- prostate cancer