Robustness evaluations of pathway activity inference methods on gene expression data.
Tay Xin HuiShahreen KasimIzzatdin Abdul AzizMohd Farhan Md FudzeeNazleeni Samiha HaronTole SutiknoRohayanti HassanHairulnizam MahdinSeah Choon SenPublished in: BMC Bioinform. (2024)
Keyphrases
- gene expression data
- regulatory networks
- gene expression
- microarray
- microarray data
- data sets
- gene regulatory networks
- biological information
- gene expression analysis
- gene expression data analysis
- feature selection
- analysis of gene expression data
- gene expression profiling
- high dimensional data
- high throughput
- microarray gene expression data
- gene expression profiles
- gene expression data sets
- gene selection
- clustering gene expression data
- gene networks
- cancer classification
- high dimensionality
- cancer diagnosis
- gene expression datasets
- gene expression patterns
- dna microarray data
- tumor classification
- yeast cell cycle
- high dimensional
- molecular biology
- pattern recognition
- decision trees
- machine learning
- data mining