OpenCodePapers

cancer-no-cancer-per-image-classification-on

Binary ClassificationCancer-no cancer per image classification
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeAUCModelNameReleaseDate
Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification0.809Multi-patch size DenseNet-1212023-04-21
Breast Cancer Diagnosis in Two-View Mammography Using End-to-End Trained EfficientNet-Based Convolutional Network✓ Link0.8033SingleView_PatchBased_EfficientNet-B02021-10-01
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations0.7964MorphHR-ResNet18_S8962021-01-20
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations0.7958ResNet18_S8962021-01-20
Breast Cancer Diagnosis in Two-View Mammography Using End-to-End Trained EfficientNet-Based Convolutional Network✓ Link0.7952SingleView_PatchBased_EfficientNet-B32021-10-01
Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification0.789Multi-resolution DenseNet-1212023-04-21
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations0.7882ResNet18_S4482021-01-20
Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification0.788Feature Pyramid Network DenseNet-1212023-04-21
Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification0.784Patch-based DenseNet-1212023-04-21
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations0.7836MorphHR-ResNet18_S4482021-01-20
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations0.7523MorphHR-ResNet18_S2242021-01-20
Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography✓ Link0.75VGG/ResNet2017-08-30
Breast Cancer Diagnosis in Two-View Mammography Using End-to-End Trained EfficientNet-Based Convolutional Network✓ Link0.75VGG/ResNet2021-10-01
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations0.7257ResNet18_S2242021-01-20
Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study0.6849XGBoost2021-04-26
Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study0.6822VGG162021-04-26