Breast cancer prediction with transcriptome profiling using feature selection and machine learning methods.
Eskandar TaghizadehSahel HeydarheydariAlihossein SaberiShabnam JafarpoorNesheliSeyed Masoud RezaeijoPublished in: BMC Bioinform. (2022)
Keyphrases
- machine learning methods
- breast cancer
- feature selection
- machine learning
- survival analysis
- bladder cancer
- outcome prediction
- early detection
- diagnosis of breast cancer
- machine learning algorithms
- machine learning approaches
- breast cancer diagnosis
- logistic regression
- prediction accuracy
- computer aided diagnosis
- ensemble methods
- prognostic factors
- computer aided detection
- text classification
- statistical methods
- breast cancer detection
- benign and malignant
- mammogram images
- cad systems
- feature extraction
- knn
- gene selection
- text categorization
- microarray datasets
- feature ranking
- high dimensionality
- feature space
- pairwise
- model selection
- classification accuracy
- decision trees