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license: mit |
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tags: |
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- breast |
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- cancer |
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--- |
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This is the EfficientNet-B3 based multiple-view model from the paper: https://arxiv.org/abs/2503.19945. |
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This model achieved the best (to my knowledge and by the time of the paper) AUC for CBIS-DDSM dataset, using original test division. |
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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). |
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Please find code and inference instructions here: [https://github.com/dpetrini/multiple-view](https://github.com/dpetrini/multiple-view) |
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