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European Radiology Experimental

Table 4 Top-ranked segmentation features according to Gini importance and minimum-redundancy-maximum-relevance

From: Automatic segmentation and classification of breast lesions through identification of informative multiparametric PET/MRI features

Rank

Gini importance

Minimum-redundancy-maximum-relevance

1

f nsum-dce

I dce-post

2

fdwi # 1

fδdce #16

3

fdce # 25

fdwi # 2

4

I dce-post

f pet

5

fdwi # 2

f nsum-dce

6

fdce # 23

fdwi #1

7

fdce # 22

fδmri #1

8

fdce # 24

fδdce #23

9

fdce # 15

fδmri #2

10

fdce # 17

fδdce #20

  1. Numbers next to each feature (#) indicate the frame index in the dynamic contrast-enhanced magnetic resonance imaging. DSC Dice similarity coefficient. See text for the abbreviations subscripted after f or I
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