WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification

Benchmark Model Rank Results
suspicious-birads-4-5-no-suspicious-birads-1-2-3-per-image-classification-on-inbreastWCCNet AlexNet–AUC: 0.870
suspicious-birads-4-5-no-suspicious-birads-1-2-3-per-image-classification-on-inbreastWCCNet DenseNet-121–AUC: 0.947
suspicious-birads-4-5-no-suspicious-birads-1-2-3-per-image-classification-on-inbreastWCCNet ResNet-101–AUC: 0.926
suspicious-birads-4-5-no-suspicious-birads-1-2-3-per-image-classification-on-inbreastWCCNet ResNet-18–AUC: 0.913
suspicious-birads-4-5-no-suspicious-birads-1-2-3-per-image-classification-on-inbreastWCCNet ResNet-34–AUC: 0.923
suspicious-birads-4-5-no-suspicious-birads-1-2-3-per-image-classification-on-inbreastWCCNet ResNet-50–AUC: 0.931
suspicious-birads-4-5-no-suspicious-birads-1-2-3-per-image-classification-on-inbreastWCCNet VGG16–AUC: 0.915