Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting.
Nils GessertThilo SentkerFrederic MadestaRüdiger SchmitzHelge KniepIvo M. BaltruschatRené WernerAlexander SchlaeferPublished in: IEEE Trans. Biomed. Eng. (2020)
Keyphrases
- skin lesion
- malignant melanoma
- skin cancer
- diagnostic systems
- computer aided
- feature selection
- early detection
- digital image processing
- classification accuracy
- early diagnosis
- diagnostic tool
- training set
- feature space
- pattern recognition
- feature vectors
- digital images
- visual attention
- extracted features
- model based diagnosis
- cellular neural networks
- support vector
- decision trees