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홈
SOTA
Suspicous Birads 45 No Suspicous Birads 123
Suspicous Birads 45 No Suspicous Birads 123
Suspicous Birads 45 No Suspicous Birads 123
평가 지표
AUC
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
모델 이름
AUC
Paper Title
Repository
WCCNet ResNet-50
0.931
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification
-
AlexNet
0.79
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification
WCCNet VGG16
0.915
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification
-
WCCNet ResNet-18
0.913
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification
-
WCCNet ResNet-101
0.926
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification
-
RGP DenseNet-169
0.934
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification
-
AlexNet+Max Pooling MIL
0.83
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification
Pretrained CNN + Random Forest
0.76
Automated mass detection in mammograms using cascaded deep learning and random forests,
-
Avg pooling DenseNet-169
0.862
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification
-
WCCNet AlexNet
0.870
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification
-
Max pooling DenseNet-169
0.837
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification
-
WCCNet ResNet-34
0.923
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification
-
WCCNet DenseNet-121
0.947
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification
-
AlexNet+Sparse MIL INbr. Auto.
0.89
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification
AlexNet+Label Assign. MIL INbr. Auto.
0.84
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification
GGP DenseNet-169
0.922
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification
-
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