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Table 6 Average execution time (in minutes) and standard deviation (SD) on the MRBrainS dataset

From: Learning to detect boundary information for brain image segmentation

Model

Time (SD)

Özgün et al. [50]

15.40 (0.16)

Dong et al. [51]

19.23 (0.20)

Mahbod et al. [52]

17.6 (0.18)

Marijn et al. [53]

18.4 (0.15)

3D, FCN + MIL + G + K [17]

5.9 (0.11)

Multi-stage [38]

22.61 (0.21)

Our model (with BIM)

10 (0.3)

Our model (without BIM)

9 (0.14)

  1. The fastest model is highlighted in bold
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BMC Bioinformatics

ISSN: 1471-2105

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