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Influence of the breast density on the proposed detection algorithm.
| MIAS | |||||
|---|---|---|---|---|---|
| Density | F | G | D | — | All |
| Proportion | 44% | 36% | 20% | — | 100% |
| Sens | 90.9% | 94.44% | 90% | — | 92% |
| FPI | 1.77 | 2.05 | 2.1 | — | 1.94 |
|
| |||||
| DDSM | |||||
| Density | 1 | 2 | 3 | 4 | All |
|
| |||||
| Proportion | 7.69% | 23.84% | 36.92% | 31.53% | 100% |
| Sens | 90% | 96.77% | 93.75% | 92.68% | 93.84% |
| FPI | 1.2 | 2.0 | 2.08 | 2.75 | 2.21 |
The first row shows the quantity proportion of each subset with different densities on both MIAS and DDSM data sets. The metrics are Sens and FPI.
