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Table 2 Summary of segmentation quality metrics for testing cohort

From: Automated segmentation of the individual branches of the carotid arteries in contrast-enhanced MR angiography using DeepMedic

Metric Region
Left LCCA LICA LECA Right RCCA RICA RECA
DSC 0.86 ± 0.07 0.82 ± 0.10 0.78 ± 0.17 0.78 ± 0.11 0.85 ± 0.07 0.84 ± 0.06 0.80 ± 0.15 0.77 ± 0.18
MCC 0.86 ± 0.07 0.83 ± 0.09 0.79 ± 0.16 0.79 ± 0.11 0.85 ± 0.07 0.84 ± 0.05 0.81 ± 0.14 0.77 ± 0.18
F2 0.89 ± 0.09 0.85 ± 0.10 0.79 ± 0.19 0.80 ± 0.14 0.87 ± 0.09 0.87 ± 0.06 0.82 ± 0.18 0.80 ± 0.19
F0.5 0.84 ± 0.08 0.80 ± 0.12 0.78 ± 0.16 0.77 ± 0.10 0.84 ± 0.09 0.81 ± 0.08 0.80 ± 0.12 0.74 ± 0.18
TPR 0.91 ± 0.10 0.88 ± 0.12 0.80 ± 0.22 0.82 ± 0.16 0.89 ± 0.12 0.90 ± 0.08 0.83 ± 0.20 0.83 ± 0.21
  1. Values are presented as mean ± SD (n = 23 subjects)
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BMC Medical Imaging

ISSN: 1471-2342

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