Enhancement of CAD system for breast cancers by improvement of classifiers.
Yoshihiro HagiharaYukari HagiharaJun WeiPublished in: Systems and Computers in Japan (2005)
Keyphrases
- computer aided diagnosis
- breast cancer
- computer aided detection
- cad systems
- cancer treatment
- computer aided
- breast cancer diagnosis
- breast cancer detection
- training data
- early diagnosis
- linear classifiers
- decision trees
- ensemble learning
- training set
- support vector
- classification algorithm
- logistic regression
- machine learning algorithms
- breast tissue
- roc analysis
- supervised classification
- test set
- image enhancement
- early stage
- naive bayes
- image processing
- prostate cancer
- lung cancer
- machine learning methods
- significant improvement
- early detection
- classifier combination
- provide additional information
- medical images
- feature set
- pectoral muscle
- dce mri
- cancer diagnosis
- multiple classifiers
- training samples
- classification method