dpetrini/cbis-ddsm-efficientnetb3-multiple-view

This is the EfficientNet-B3 based multiple-view model from the paper: https://arxiv.org/abs/2503.19945.

This model achieved the best (to my knowledge and by the time of the paper) AUC for CBIS-DDSM dataset, using original test division.

This model achieves an AUC of 0.8658. Considering only the mammograms that has CC and MLO views (N=2.694 total, for training and testing).

Please find code and inference instructions here: https://github.com/dpetrini/multiple-view