Skin lesion classification using CNNs with grouping of multi-scale attention and class-specific loss weighting
Shenyi Qian, Kunpeng Ren, Weiwei Zhang, Haohan Ning
Topics & Concepts
Convolutional neural networkWeightingArtificial intelligencePattern recognition (psychology)Computer scienceClass (philosophy)Focus (optics)Skin lesionMulticlass classificationSimilarity (geometry)Contextual image classificationScale (ratio)Artificial neural networkMachine learningImage (mathematics)MedicineDermatologySupport vector machineRadiologyQuantum mechanicsOpticsPhysicsCutaneous Melanoma Detection and ManagementNonmelanoma Skin Cancer StudiesAI in cancer detection