The UK MARIBS Breast Screening Study: Evaluation of radiological features for breast tumour classification in clinical screening with machine learning methods.
Tim W. NattkemperBert ArnrichOliver LichteWiebke TimmAndreas DegenhardLinda PointonCarmel HayesMartin O. LeachPublished in: Artif. Intell. Medicine (2005)
Keyphrases
- machine learning methods
- machine learning approaches
- breast cancer detection
- machine learning
- machine learning algorithms
- benign and malignant
- dce mri
- classification accuracy
- breast cancer
- feature vectors
- cancer treatment
- digital mammograms
- early detection of breast cancer
- breast cancer diagnosis
- classification models
- age related macular degeneration
- classification method
- clinical practice
- svm classifier
- mammogram images
- feature space
- feature set
- computer aided detection
- benchmark datasets
- class labels
- x ray
- ensemble methods
- statistical methods
- support vector
- feature extraction
- decision trees
- learning algorithm
- extracted features
- mri data
- domain knowledge
- mammographic images
- statistical analysis