Intelligent skin cancer diagnosis using adaptive k-means segmentation and deep learning models.
Bala Krishna Manash EnturiA. SuhasiniNarayana SatyalaPublished in: Concurr. Comput. Pract. Exp. (2023)
Keyphrases
- skin cancer
- learning models
- automated segmentation
- skin lesion
- pigmented skin lesions
- early detection
- k means
- malignant melanoma
- segmentation method
- machine learning
- loss function
- learning algorithm
- learning tasks
- machine learning algorithms
- early diagnosis
- conditional random fields
- image analysis
- classification models
- semi supervised learning
- image segmentation
- digital image processing
- learning problems
- computer aided
- level set
- clinical applications
- object segmentation
- x ray
- manual segmentation
- segmentation accuracy
- segmentation algorithm
- clustering algorithm
- dermoscopy images
- computer vision
- data mining
- ct scans
- automatic segmentation
- medical images
- mr images