Few-shot genes selection: subset of PAM50 genes for breast cancer subtypes classification.
Leandro Y. S. OkimotoRayol Mendonca-NetoFabíola G. NakamuraEduardo Freire NakamuraDavid FenyöCláudio Teixeira SilvaPublished in: BMC Bioinform. (2024)
Keyphrases
- breast cancer
- cancer datasets
- related genes
- breast cancer diagnosis
- microarray datasets
- cancer classification
- cancer diagnosis
- gene expression profiles
- bladder cancer
- computer aided detection
- mammogram images
- diagnosis of breast cancer
- informative genes
- gene expression data
- microarray data
- gene expression
- gene selection
- logistic regression
- roc analysis
- breast cancer patients
- early detection
- computer aided diagnosis
- benign and malignant
- breast tissue
- gene expression analysis
- microarray
- microcalcification clusters
- gene expression datasets
- feature selection
- cad systems
- gene regulatory networks
- gene sets
- survival analysis
- experimental conditions
- classification accuracy
- decision trees
- wilcoxon rank sum
- dce mri
- lung nodules
- tissue samples
- bayesian networks
- breast cancer detection
- feature extraction
- machine learning