Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification

Benchmark Model Rank Results
cancer-no-cancer-per-image-classification-on-cbis-ddsmFeature Pyramid Network DenseNet-121–AUC: 0.788
cancer-no-cancer-per-image-classification-on-cbis-ddsmMulti-patch size DenseNet-121–AUC: 0.809
cancer-no-cancer-per-image-classification-on-cbis-ddsmMulti-resolution DenseNet-121–AUC: 0.789
cancer-no-cancer-per-image-classification-on-cbis-ddsmPatch-based DenseNet-121–AUC: 0.784