| Training set | Validation set | P | ||
---|---|---|---|---|---|
N | mean ± SD | N | mean ± SD | ||
% | % | ||||
Age | 1718 | 49.81 ± 10.416 | 573 | 48.96 ± 10.386 | 0.090 |
BMI | 1540 | 23.47 ± 3.184 | 508 | 23.32 ± 3.074 | 0.358 |
Location of Lesions | 0.781 | ||||
 UOQ | 814 | 47.38 | 272 | 47.47 |  |
 UIQ | 298 | 17.35 | 90 | 15.71 |  |
 LIQ | 100 | 5.82 | 32 | 5.58 |  |
 LOQ | 180 | 10.48 | 64 | 11.17 |  |
 Central | 220 | 12.81 | 71 | 12.39 |  |
 N/A | 106 | 6.17 | 44 | 7.68 |  |
T-Stage1 | 0.684 | ||||
 T1 | 535 | 31.14 | 183 | 31.94 |  |
 T2 | 986 | 57.39 | 333 | 58.12 |  |
 T3 | 131 | 7.63 | 35 | 6.11 |  |
 T4 | 66 | 3.84 | 22 | 3.84 |  |
Local Infiltration | 0.685 | ||||
 Skin & Chest Wall | 4 | 0.23 | 1 | 0.17 |  |
 Only Skin | 53 | 3.08 | 20 | 3.49 |  |
 Only Chest Wall | 9 | 0.52 | 1 | 0.17 |  |
 No | 1652 | 96.16 | 551 | 96.16 |  |
N-Stagea | 0.031 | ||||
 N0 | 1122 | 65.31 | 412 | 71.90 |  |
 N1 | 399 | 23.22 | 110 | 19.20 |  |
 N2 | 133 | 7.74 | 32 | 5.58 |  |
 N3 | 64 | 3.73 | 19 | 3.32 |  |
Histology | 0.161 | ||||
 CIS-Mi | 48 | 2.79 | 19 | 3.32 |  |
 IDC | 1503 | 87.49 | 493 | 86.04 |  |
 ILC | 50 | 2.91 | 27 | 4.71 |  |
 Othersb | 117 | 6.81 | 34 | 5.93 |  |
ER | 0.648 | ||||
 Positive | 1020 | 59.37 | 334 | 58.29 |  |
 Negative | 698 | 40.63 | 239 | 41.71 |  |
PR | 0.704 | ||||
 Positive | 1037 | 60.36 | 351 | 61.26 |  |
 Negative | 681 | 39.64 | 222 | 38.74 |  |
HER2 | 0.122 | ||||
 Positive | 436 | 25.38 | 127 | 22.16 |  |
 Negative | 1282 | 74.62 | 446 | 77.84 |  |