Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations

Benchmark Model Rank Results
cancer-no-cancer-per-image-classification-on-cbis-ddsmMorphHR-ResNet18_S224–AUC: 0.7523
cancer-no-cancer-per-image-classification-on-cbis-ddsmMorphHR-ResNet18_S448–AUC: 0.7836
cancer-no-cancer-per-image-classification-on-cbis-ddsmMorphHR-ResNet18_S896–AUC: 0.7964
cancer-no-cancer-per-image-classification-on-cbis-ddsmResNet18_S224–AUC: 0.7257
cancer-no-cancer-per-image-classification-on-cbis-ddsmResNet18_S448–AUC: 0.7882
cancer-no-cancer-per-image-classification-on-cbis-ddsmResNet18_S896–AUC: 0.7958