Convolutional Neural Networks based classification of breast ultrasonography images by hybrid method with respect to benign, malignant, and normal using mRMR.
Yesim ErogluMuhammed YildirimAhmet ÇinarPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- benign and malignant
- hybrid method
- breast cancer
- digital mammograms
- breast tissue
- lung nodules
- malignant melanoma
- skin lesion
- early detection of breast cancer
- dce mri
- pulmonary nodules
- breast cancer detection
- tissue classification
- convolutional neural networks
- computer aided
- support vector
- ct images
- skin cancer
- edge detection
- feature extraction
- receiver operating characteristic
- textural features
- data sets
- mri data
- computer aided diagnosis
- logistic regression
- multiresolution
- feature vectors
- feature selection