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Table 8 Image resampling reduces significantly the variability due to different image resolution. Bicubic interpolation (BCI) was better than bilinear interpolation (BLI), p = 0.036. This was remarkable for those 25 features shown on Wilcoxon analysis to be significantly different, when zoomed and un-zoomed images were compared. Results are shown as median and interquartile range.

From: Effect of zooming on texture features of ultrasonic images

 

Percent difference in comparison with unzoomed image

 

All textural features (n = 50)

Significant textural features (n = 25)

Non significant textural features (n = 25)

Zoomed image (Z)

8.2%, 1.8–25.0

18.14%, 4.94–28.43

3.72%, 1.50–9.00

Resampled image (BLI)

4.5%, 2.7–12.0

4.88%, 1.75–11.49

4.31%, 3.24–12.43

Resampled image (BCI)

3.0%, 0.8–6.8

2.79%, 0.66–6.86

3.60%, 1.00–7.44

Group comparison

Z vs BLI

0.112

0.004

0.26

Z vs BCI

0.011

0.006

0.43

BLI vs BCI

0.036

0.35

0.042

  1. # IDM: Inverse difference moment, *IMC-1: Information measure of correlation-1, **IMC-2: Information measure of correlation-2