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Table 1 List of features correlated with histological analysis as comparing the effects of treatment

From: MRI radiomics for early prediction of response to vaccine therapy in a transgenic mouse model of pancreatic ductal adenocarcinoma

Features

Control group

Mean ± S.D.

Treatment group

Mean ± S.D.

p

Cohen’s d

Trichrome

    

 Entropy of histogram of gradients

19.98 ± 13.2

− 12.10 ± 5.63

0.0007

3.162

 Long run emphasis of diagonal wavelet coefficients

0.64 ± 0.09

0.47 ± 0.05

0.003

2.473

 Skewness of vertical wavelet coefficients

0.92 ± 0.01

0.89 ± 0.02

0.001

1.827

CK19

 Entropy of histogram of gradient

19.77 ± 9.84

− 10.42 ± 4.33

0.0014

3.971

 Variance of diagonal wavelet coefficients

0.06 ± 0.02

0.18 ± 0.08

0.018

2.058

 Long run emphasis of vertical wavelet coefficients

0.52 ± 0.13

0.30 ± 0.05

0.019

2.233

Ki67

 Mean of vertical wavelet coefficients

0.88 ± 0.0560

0.83 ± 0.0433

0.155

1.151