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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 ConvNext 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 Vindr-Mammo dataset. |
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This model achieves an AUC of 0.8511, considering two-views (CC and MLO) of each side of each exam. |
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To evaluate the performance of classifiers, we grouped the Bi-RADS categories into two broader classes: “Normal” for views classified as Bi-RADS 1 and 2, and “Abnormal” for views classified as Bi-RADS 3, 4, and 5. |
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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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