Skin Disease Detection and Classification Using ResNet-50 and Support Vector Machine: An Effective Approach for Dermatological Diagnosis.
Noorunisa GaffoorSarmad SoomroPublished in: IoTaIS (2023)
Keyphrases
- support vector machine
- skin lesion
- early diagnosis
- support vector
- classification method
- skin cancer
- lesion segmentation
- svm classifier
- feature vectors
- dermoscopy images
- diagnostic tool
- multi class
- classification algorithm
- malignant melanoma
- svm classification
- support vector machine svm
- pigmented skin lesions
- disease diagnosis
- support vector machine classifier
- training set
- feature space
- decision boundary
- high classification accuracy
- detection method
- training data
- feature selection
- object detection
- feature extraction
- generalization ability
- text classification
- early detection
- medical doctors
- pattern recognition
- skin detection
- decision trees
- detection algorithm
- machine learning
- face recognition
- digital image processing
- pattern classification
- computer aided
- outbreak detection
- medical practitioners
- low grade
- clinically relevant
- soft margin
- cancer diagnosis
- small sample
- health care
- image classification
- classification accuracy
- image analysis
- learning algorithm