Table 1.
MRI Exam Characteristics
Training & Validation Sets | Testing Sets | ||
---|---|---|---|
BI-RADS 4/BI-RADS 5 Subgroup | Consensus Reading (BI-RADS 1) Subgroup | ||
Number of MRI Exams | 4442 | 688 | 94 |
| |||
Number of Patients | 2956 | 655 | 94 |
| |||
Patient Age | 53 ± 11 | 49 ± 12 | 51 ± 13 |
| |||
BPE Category | |||
Marked | 282 (6.3%) | 73 (10.6%) | 8 (8.5%) |
Moderate | 748 (16.9%) | 163 (23.7%) | 12 (12.8%) |
Mild | 1535 (34.6%) | 268 (39.0%) | 25 (26.6%) |
Minimal | 1877 (42.3%) | 184 (26.7%) | 49 (52.1%) |
| |||
BPE Overall Category | |||
High | 1030 (23.2%) | 236 (34.3%) | 20 (21.3%) |
Low | 3412 (76.8%) | 452 (65.7%) | 74 (78.7%) |
| |||
BI-RADS Categories | |||
1 | 841 (18.9%) | 0 (0%) | 94 (100.0%) |
2 | 2451 (55.2%) | 0 (0%) | 0 (0%) |
3 | 9 (0.2%) | 0 (0%) | 0 (0%) |
4 | 46 (1.0%) | 668 (97.1%) | 0 (0%) |
5 | 2 (0.04%) | 20 (2.9%) | 0 (0%) |
6 | 1093 (24.6%) | 0 (0%) | 0 (0%) |
| |||
Biopsy Pathology | |||
Malignant | n/a | 228 (33.1%) | n/a |
High Risk | 148 (21.5%) | ||
Benign | 296 (43.0%) |
Abbreviations: BI-RADS, Breast Imaging Reporting and Data System; BPE, background parenchymal enhancement