variables | Trating set (N = 362) | testing set(N = 92) | ||||
---|---|---|---|---|---|---|
LLNM (-) | LLNM(+) | P value | LLNM (-) | LLNM (+) | P value | |
N = 89 | N = 273 | N = 23 | N = 69 | |||
Sex | 0.044 | 0.524 | ||||
Male | 15 | 75 | 9 | 22 | ||
Female | 74 | 198 | 14 | 47 | ||
Age | 45(34,54) | 36(29,45) | < 0.001 | 42.35(30.06,54.64) | 36.80(25.97,47.63) | 0.043 |
Diameter | 1.31(0.85,1.89) | 1.43(1.05,2.0) | 0.093 | 0.98(0.69,1.47) | 1.3(1.01,1.76) | 0.027 |
Location | 0.078 | 0.551 | ||||
Upper left | 12 | 58 | 4 | 19 | ||
Middle left | 17 | 47 | 2 | 7 | ||
Lowe left | 16 | 26 | 5 | 10 | ||
Upper right | 15 | 64 | 4 | 17 | ||
Middle right | 10 | 38 | 6 | 8 | ||
Lower right | 19 | 40 | 2 | 8 | ||
Mulifocality | 0.04 | 0.088 | ||||
No | 85 | 240 | 22 | 53 | ||
Yes | 4 | 33 | 1 | 16 | ||
Benign nodule | 0.51 | 0.273 | ||||
No | 27 | 73 | 4 | 20 | ||
Yes | 62 | 200 | 19 | 49 | ||
Boundary | 0.059 | 0.487 | ||||
Clear | 61 | 214 | 16 | 53 | ||
Dim | 28 | 59 | 7 | 16 | ||
Echogenicity | 0.826 | 0.448 | ||||
Hyperechoic/iso-echoic | 3 | 14 | 2 | 3 | ||
Hypoechoic | 86 | 259 | 21 | 66 | ||
Composition | 0.507 | 0.163 | ||||
Solid | 84 | 263 | 20 | 66 | ||
Solid dominate | 5 | 9 | 3 | 3 | ||
Cystic dominate | 0 | 1 | 0 | 0 | ||
Texture | 0.241 | 1 | ||||
Even | 8 | 15 | 1 | 4 | ||
Uneven | 81 | 258 | 22 | 65 | ||
Microcalcification | 0.145 | 0.39 | ||||
No | 48 | 123 | 11 | 26 | ||
Yes | 41 | 150 | 12 | 43 | ||
Posterior feature | 0.534 | 0.047 | ||||
Enhancement | 0 | 0 | 2 | 0 | ||
Attenuation | 21 | 53 | 7 | 13 | ||
Unaltered | 63 | 209 | 13 | 54 | ||
Mixed changes | 5 | 11 | 1 | 2 | ||
Orientation | 0.363 | 0.803 | ||||
Wider-than-tall | 57 | 189 | 15 | 43 | ||
Taller-than-wide | 32 | 84 | 8 | 26 | ||
Halo | 0.131 | 0.068 | ||||
No | 75 | 246 | 18 | 65 | ||
Yes | 14 | 27 | 5 | 4 | ||
SLN | < 0.001 | 0.863 | ||||
No | 25 | 29 | 4 | 9 | ||
Yes | 64 | 244 | 19 | 60 | ||
PLN | <0.001 | 0.112 | ||||
No | 89 | 208 | 22 | 54 | ||
Yes | 0 | 65 | 1 | 15 | ||
CLNM | < 0.001 | 0.009 | ||||
Yes | 22 | 221 | 11 | 53 | ||
No | 67 | 52 | 12 | 16 | ||
Number of CLNM | 0(0,0.5) | 3(1,5) | <0.0001 | 0(0,3) | 2(1,5) | 0.013 |
HT | 0.036 | 0.422 | ||||
No | 57 | 206 | 18 | 48 | ||
Yes | 32 | 67 | 5 | 21 | ||
Capsular invasion | 0.111 | 0.284 | ||||
No | 81 | 230 | 22 | 58 | ||
Yes | 8 | 43 | 1 | 11 |