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Table 2 Average dice coefficients of hard segmentations were obtained from 22 scans, before and after normalization, comparing our method with that of histogram matching [7]

From: Histogram-based normalization technique on human brain magnetic resonance images from different acquisitions

 

WM

GM

CSF

Mean

DSC (input image)

0.8092 ± 0.0190

0.6700 ± 0.0496

0.5225 ± 0.0351

0.6751

DSC (normalized image with hist. matching)

0.8149 ± 0.0196

0.6768 ± 0.0506

0.5309 ± 0.0358

0.6832

DSC (normalized image with hist. normalization)

0.8261* ± 0.0178

0.6884* ± 0.0494

0.5482* ± 0.0362

0.6986

  1. Data layout: mean ± std.
  2. * Statistically significantly larger than the other two (p value 0.05).