OpenCodePapers
cancer-no-cancer-per-image-classification-on
Binary Classification
Cancer-no cancer per image classification
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Paper
Code
AUC
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ModelName
ReleaseDate
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Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification
0.809
Multi-patch size DenseNet-121
2023-04-21
Breast Cancer Diagnosis in Two-View Mammography Using End-to-End Trained EfficientNet-Based Convolutional Network
✓ Link
0.8033
SingleView_PatchBased_EfficientNet-B0
2021-10-01
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations
0.7964
MorphHR-ResNet18_S896
2021-01-20
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations
0.7958
ResNet18_S896
2021-01-20
Breast Cancer Diagnosis in Two-View Mammography Using End-to-End Trained EfficientNet-Based Convolutional Network
✓ Link
0.7952
SingleView_PatchBased_EfficientNet-B3
2021-10-01
Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification
0.789
Multi-resolution DenseNet-121
2023-04-21
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations
0.7882
ResNet18_S448
2021-01-20
Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification
0.788
Feature Pyramid Network DenseNet-121
2023-04-21
Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification
0.784
Patch-based DenseNet-121
2023-04-21
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations
0.7836
MorphHR-ResNet18_S448
2021-01-20
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations
0.7523
MorphHR-ResNet18_S224
2021-01-20
Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography
✓ Link
0.75
VGG/ResNet
2017-08-30
Breast Cancer Diagnosis in Two-View Mammography Using End-to-End Trained EfficientNet-Based Convolutional Network
✓ Link
0.75
VGG/ResNet
2021-10-01
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations
0.7257
ResNet18_S224
2021-01-20
Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study
0.6849
XGBoost
2021-04-26
Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study
0.6822
VGG16
2021-04-26