Microcalcification enhancement and classification on mammograms using the wavelet transform.
Tiago A. DocusseJullyene R. FurlaniRodolfo P. RomanoRodrigo Capobianco GuidoShi-Huang ChenNorian MarranghelloAledir Silveira PereiraPublished in: IJCNN (2008)
Keyphrases
- wavelet transform
- digital mammograms
- breast cancer
- breast cancer diagnosis
- mammographic images
- pattern recognition
- classification accuracy
- machine learning
- mammogram images
- feature extraction
- text classification
- classification models
- classification method
- image compression
- feature vectors
- multiscale
- multiresolution
- image enhancement
- benign and malignant
- image coding
- decision trees
- feature space
- support vector
- computer aided
- microcalcification clusters
- feature selection
- low frequency
- image classification
- classification algorithm
- support vector machine svm
- neural network