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Table 2 The top ten features and the corresponding mean (± SD) value (or median (IQR)) and the p-value between the slow and fast progression groups

From: Radiomics combined with clinical characteristics predicted the progression-free survival time in first-line targeted therapy for advanced non-small cell lung cancer with EGFR mutation

Feature category

Feature

Slow-progress

Fast-progress

p-value

Shape-based (n = 4)

Elongation

0.76 ± 0.12

0.71 ± 0.13

0.067a

Least Axis Length

30.06 ± 11.91

20.53 ± 8.85

0.234a

Flatness

0.59 ± 0.14

0.55 ± 0.13

0.229a

Major Axis Length

52.25 (19.52,110.61)

46.56 (23.28,145.60)

0.858b

First-order based (n = 1)

Inter quartile range

140 (36,560)

154 (42,385)

0.962b

Texture

GLSZM (n = 1)

Small Area Emphasis

0.68 ± 0.04

0.70 ± 0.03

0.003a

GLCM (n = 1)

Difference variance

14.59 ± 6.63

18.16 ± 8.71

0.024a

Clinical based (n = 3)

Smoke

0.238c

Mutation

0.030c

Outcome

0.000c

  1. at-test
  2. bMann–Whitney U test
  3. cChi-square test