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: CoRR (2019)
Keyphrases
- skin lesion
- malignant melanoma
- skin cancer
- diagnostic systems
- digital image processing
- classification accuracy
- computer aided
- feature selection
- support vector
- early detection
- diagnostic tool
- early diagnosis
- decision trees
- visual attention
- pattern recognition
- dermoscopy images
- cellular neural networks
- text classification
- edge detection
- image processing