Table 2. Analysis of the histological findings in training set in US 4A patients.
Characteristics | Benign | Malignant | Total | P | |||||
---|---|---|---|---|---|---|---|---|---|
N | % | N | % | N | % | ||||
N | 376 | 42 | 418 | ||||||
Age | 0.569 | ||||||||
≤35 | 48 | 12.8 | 3 | 7.1 | 51 | 12.2 | |||
36–50 | 255 | 67.8 | 30 | 71.4 | 285 | 68.2 | |||
>50 | 73 | 19.4 | 9 | 21.4 | 82 | 19.6 | |||
Family history of breast cancer | 0.001 | ||||||||
Yes | 17 | 4.5 | 8 | 19.0 | 25 | 6.0 | |||
No | 359 | 95.5 | 34 | 81.0 | 393 | 94.0 | |||
History of benign breast biopsy | 0.841 | ||||||||
No | 365 | 97.1 | 41 | 97.6 | 406 | 97.1 | |||
Yes | 11 | 2.9 | 1 | 2.4 | 12 | 2.9 | |||
Physical examinations | 0.268 | ||||||||
Breast pain | 151 | 40.24 | 16 | 38.1 | 167 | 40.0 | |||
Nipple discharge | 33 | 8.8 | 7 | 16.7 | 40 | 9.6 | |||
Palpable breast lesions | 164 | 43.6 | 14 | 33.3 | 178 | 42.6 | |||
Others | 28 | 7.4 | 5 | 11.9 | 33 | 7.9 | |||
U_Lesion size (mm) | 0.169 | ||||||||
<20 | 282 | 75.8 | 35 | 85.4 | 317 | 76.8 | |||
≥20 | 90 | 24.2 | 6 | 14.6 | 96 | 23.2 | |||
U_Margin | <0.001 | ||||||||
Circumscribed | 229 | 60.9 | 8 | 19.0 | 237 | 56.7 | |||
Not circumscribed | 147 | 39.1 | 34 | 81.0 | 181 | 43.3 | |||
U_Shape | <0.001 | ||||||||
Oval | 212 | 56.4 | 9 | 21.4 | 221 | 52.9 | |||
Round | 40 | 10.6 | 7 | 16.7 | 47 | 11.2 | |||
Irregular | 124 | 33.0 | 26 | 61.9 | 150 | 35.9 | |||
U_ Orientation | <0.001 | ||||||||
Parallel | 290 | 77.1 | 20 | 47.6 | 310 | 74.2 | |||
Not parallel | 86 | 22.9 | 22 | 52.4 | 108 | 25.8 | |||
U_Lymph_nodes | 0.009 | ||||||||
Low suspicious | 3 | 0.8 | 3 | 7.1 | 6 | 1.4 | |||
No/normal | 373 | 99.2 | 39 | 92.9 | 412 | 98.6 | |||
U_Internal vascularity | 0.145 | ||||||||
Yes | 95 | 25.3 | 15 | 35.7 | 110 | 26.3 | |||
No | 281 | 74.7 | 27 | 64.3 | 308 | 73.7 | |||
U_Echo pattern | 0.381 | ||||||||
Homogenous | 313 | 83.5 | 32 | 78.0 | 345 | 82.9 | |||
Heterogeneous | 62 | 16.5 | 9 | 22.0 | 71 | 17.1 | |||
U_Posterior features | 0.442 | ||||||||
No shadowing | 357 | 94.9 | 41 | 97.6 | 398 | 95.2 | |||
Shadowing | 19 | 5.1 | 1 | 2.4 | 20 | 4.8 | |||
U_Calcifications | 0.325 | ||||||||
No | 332 | 88.5 | 35 | 83.3 | 367 | 88.0 | |||
Yes | 43 | 11.5 | 7 | 16.7 | 50 | 12.0 | |||
U_Multiple solid lesions | 0.345 | ||||||||
No | 234 | 62.2 | 23 | 54.8 | 257 | 61.5 | |||
Yes | 142 | 37.8 | 19 | 45.2 | 161 | 38.5 | |||
M_density of mass | 0.545 | ||||||||
Equal density | 296 | 78.7 | 30 | 71.5 | 326 | 78.0 | |||
High density | 80 | 21.3 | 12 | 28.6 | 92 | 22.0 | |||
BI-RADS_M | 0.182 | ||||||||
1–3 | 278 | 73.9 | 27 | 64.3 | 305 | 73.0 | |||
4 and above | 98 | 26.1 | 15 | 35.7 | 113 | 27.0 | |||
M_Calcifications | <0.001 | ||||||||
No/normal | 368 | 97.9 | 33 | 78.6 | 401 | 95.9 | |||
Suspicious | 8 | 2.1 | 9 | 21.4 | 17 | 4.1 | |||
Location of suspicious calcifications | 0.620 | ||||||||
In the mass | 5 | 62.5 | 7 | 77.8 | 12 | 70.6 | |||
Outside the mass | 3 | 37.5 | 2 | 22.2 | 5 | 29.4 | |||
M_Architectural distortion | 0.996 | ||||||||
No | 367 | 97.6 | 41 | 97.6 | 408 | 97.6 | |||
Yes | 9 | 2.4 | 1 | 2.4 | 10 | 2.4 | |||
M_Asymmetry | 0.903 | ||||||||
No | 351 | 93.4 | 39 | 92.9 | 390 | 93.3 | |||
Yes | 25 | 6.6 | 3 | 7.1 | 28 | 6.7 |
U, ultrasonography; M, mammography; BI-RADS, Breast Imaging Reporting and Data System.