Skin cancer diagnosis: Leveraging deep hidden features and ensemble classifiers for early detection and classification.
G. AkilandasowmyaG. NirmaladeviSU. SuganthiA. AishwariyaPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- skin cancer
- early detection
- skin lesion
- malignant melanoma
- ensemble classifier
- pigmented skin lesions
- classification models
- breast cancer
- benign and malignant
- classification accuracy
- feature vectors
- feature set
- feature extraction
- automated segmentation
- feature space
- early diagnosis
- class specific
- ensemble learning
- lung cancer
- support vector machine
- extracted features
- random forest
- ensemble methods
- computer aided
- svm classifier
- weak classifiers
- dermoscopy images
- digital image processing
- feature selection
- machine learning methods
- class labels
- image features
- concept drift
- classification algorithm
- logistic regression
- loss function
- decision trees