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Table 2 Evaluation results on the test set of ISLES 2017 (containing 32 cases), with comparisons with recent results reported in [8]

From: Brain SegNet: 3D local refinement network for brain lesion segmentation

 

Dice

Precision

Recall

Standard Model [8]

0.20 ±0.19

0.16 ±0.20

0.61 ±0.28

4D-PWI Model [8]

0.20 ±0.18

0.18 ±0.21

0.61 ±0.27

Multi-Data Model [8]

0.26 ±0.21

0.21 ±0.20

0.61 ±0.28

Multi-Data Multi-Model [8]

0.29 ±0.21

0.23 ±0.21

0.66 ±0.29

Brain SegNet_no_FL

0.26 ±0.22

0.35 ±0.28

0.38 ±0.29

Brain SegNet

0.30 ± 0.22

0.35 ±0.27

0.43 ±0.27