Improved multi-classification of breast cancer histopathological images using handcrafted features and deep neural network (dense layer).
Agaba Ameh JosephMohammed AbdullahiSahalu B. JunaiduHayatu Hassan IbrahimHaruna ChiromaPublished in: Intell. Syst. Appl. (2022)
Keyphrases
- breast cancer
- benign and malignant
- mammogram images
- breast cancer diagnosis
- neural network
- bladder cancer
- early detection
- feature vectors
- classification accuracy
- feature set
- feature extraction
- logistic regression
- microcalcification clusters
- computer aided diagnosis
- histopathological images
- digital mammograms
- pattern recognition
- cad systems
- breast tissue
- feature space
- feature selection
- cancer patients
- breast cancer patients
- high dimensionality
- lung nodules
- support vector machine
- support vector
- decision trees
- skin lesion
- training set