Combining clustering and classification ensembles: A novel pipeline to identify breast cancer profiles.
Utkarsh AgrawalDaniele SoriaChristian WagnerJonathan M. GaribaldiIan O. EllisJohn M. S. BartlettDavid CameronEmad A. RakhaAndrew R. GreenPublished in: Artif. Intell. Medicine (2019)
Keyphrases
- breast cancer
- breast cancer diagnosis
- bladder cancer
- mammogram images
- computer aided detection
- diagnosis of breast cancer
- benign and malignant
- cancer datasets
- decision trees
- roc analysis
- microcalcification clusters
- logistic regression
- early detection
- breast tissue
- breast cancer patients
- computer aided diagnosis
- mammographic images
- classification accuracy
- survival analysis
- cad systems
- model selection
- feature selection
- feature extraction
- outcome prediction
- feature vectors
- high dimensionality
- support vector
- categorical data
- cancer classification
- early detection of breast cancer