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Evaluation of NLP-DSS based on accuracy of assigning the correct BI-RADS categories.
| BI-RADS categories assigned for Test set | BI-RADS categories assigned for Reference set | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
|
| ||||||||||
| History nodes included | History nodes not included | |||||||||
|
| ||||||||||
| B 0 | B 1–2 | B 3 | B 4 | B 5 | B 0 | B 1–2 | B 3 | B 4 | B 5 | |
| BI-RADS 0 | 55 | 0 | 0 | 0 | 0 | 60 | 0 | 0 | 0 | 0 |
| BI-RADS 1–2 | 3 | 484 | 3 | 3 | 0 | 3 | 487 | 3 | 3 | 0 |
| BI-RADS 3 | 0 | 1 | 28 | 0 | 0 | 0 | 1 | 22 | 0 | 0 |
| BI-RADS 4 | 2 | 1 | 0 | 119 | 0 | 3 | 0 | 0 | 117 | 0 |
| BI-RADS 5 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 3 |
| Total | 60 | 486 | 31 | 122 | 3 | 66 | 488 | 25 | 120 | 3 |
