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suspicous-birads-45-no-suspicous-birads-123

Binary ClassificationSuspicous (BIRADS 4,5)-no suspicous (BIRADS 1,2,3) per image classification
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PaperCodeAUCModelNameReleaseDate
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification0.947WCCNet DenseNet-1212021-10-04
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification0.934RGP DenseNet-1692020-06-06
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification0.931WCCNet ResNet-502021-10-04
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification0.926WCCNet ResNet-1012021-10-04
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification0.923WCCNet ResNet-342021-10-04
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification0.922GGP DenseNet-1692020-06-06
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification0.915WCCNet VGG162021-10-04
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification0.913WCCNet ResNet-182021-10-04
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification✓ Link0.89AlexNet+Sparse MIL INbr. Auto.2017-05-23
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification0.870WCCNet AlexNet2021-10-04
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification0.862Avg pooling DenseNet-1692020-06-06
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification✓ Link0.84AlexNet+Label Assign. MIL INbr. Auto.2017-05-23
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification0.837Max pooling DenseNet-1692020-06-06
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification✓ Link0.83AlexNet+Max Pooling MIL2017-05-23
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification✓ Link0.79AlexNet2017-05-23
Automated mass detection in mammograms using cascaded deep learning and random forests,0.76Pretrained CNN + Random Forest2015-11-23
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