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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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