Table 1. Statistics of the Data Sets Used for the Challenge.
Characteristics | No. (%) | ||
---|---|---|---|
Training set | Validation set | Test set | |
Participants | |||
Total | 4362 (100) | 280 (100 | 418 (100) |
Normal | 4109 (94.2) | 200 (71.4) | 300 (71.8) |
Actionable | 178 (4.1) | 40 (14.3) | 60 (14.4) |
Benign | 62 (1.4) | 20 (7.1) | 30 (7.2) |
Cancer | 39 (0.9) | 20 (7.1) | 30 (7.2) |
Total DBT volumes, No. | 19 148 | 1163 | 1721 |
Bounding boxes for biopsied lesions, No. | 224 | 75 | 136 |
Abbreviation: DBT, digital breast tomosynthesis.