Segmentation and detection of breast cancer in mammograms combining wavelet analysis and genetic algorithm.
Danilo Cesar PereiraRodrigo Pereira RamosMarcelo Zanchetta do NascimentoPublished in: Comput. Methods Programs Biomed. (2014)
Keyphrases
- breast cancer
- wavelet analysis
- mammogram images
- microcalcification clusters
- digital mammography
- computer aided detection
- clustered microcalcifications
- diagnosis of breast cancer
- computer aided diagnosis
- dce mri
- breast tissue
- wavelet transform
- mammographic images
- multiresolution
- logistic regression
- feature detection
- detection algorithm
- early detection of breast cancer
- detection method
- image analysis
- low frequency
- image segmentation
- cell segmentation
- medical images
- segmentation accuracy
- factor analysis
- basis functions
- digital mammograms
- preprocessing
- digitized mammograms
- multiscale
- frequency domain
- cad systems
- lung nodules
- benign and malignant
- computer aided
- computer vision
- data mining