1naresh
Array
(
[urn:ac.highwire.org:guest:identity] => Array
(
[runtime-id] => urn:ac.highwire.org:guest:identity
[type] => guest
[service-id] => ajnr-ac.highwire.org
[access-type] => Controlled
[privilege] => Array
(
[urn:ac.highwire.org:guest:privilege] => Array
(
[runtime-id] => urn:ac.highwire.org:guest:privilege
[type] => privilege-set
[privilege-set] => GUEST
)
)
[credentials] => Array
(
[method] => guest
)
)
)
1nareshArray
(
[urn:ac.highwire.org:guest:identity] => Array
(
[runtime-id] => urn:ac.highwire.org:guest:identity
[type] => guest
[service-id] => ajnr-ac.highwire.org
[access-type] => Controlled
[privilege] => Array
(
[urn:ac.highwire.org:guest:privilege] => Array
(
[runtime-id] => urn:ac.highwire.org:guest:privilege
[type] => privilege-set
[privilege-set] => GUEST
)
)
[credentials] => Array
(
[method] => guest
)
)
)
Table 2: Comparison of StackGen-Net with other WMH detection techniques
Test Cohort 1 Test Cohort 2 UNET2D DeepMedic UNET2D WS-E StackGen-Net UNET2D DeepMedic UNET2D WS-E StackGen-Net Dice (F1-P) 0.43
[SD, 0.17] 0.62
[SD, 0.09] 0.67
[SD, 0.09] 0.76
[SD, 0.07] 0.27
[SD, 0.20] 0.58
[SD, 0.15] 0.66
[SD, 0.17] 0.76
[SD, 0.09] Precision-P 0.72
[SD, 0.19] 0.63
[SD, 0.13] 0.72
[SD, 0.15] 0.73
[SD, 0.11] 0.73
[SD, 0.32] 0.66
[SD, 0.22] 0.69
[SD, 0.23] 0.77
[SD, 0.11] Recall-P 0.32
[SD, 0.19] 0.63
[SD, 0.18] 0.64
[SD, 0.07] 0.79
[SD, 0.1] 0.18
[SD, 0.16] 0.53
[SD, 0.13] 0.67
[SD, 0.12] 0.75
[SD, 0.09] Precision-L 0.60
[SD, 0.20] 0.47
[SD, 0.23] 0.69
[SD, 0.18] 0.75
[SD, 0.11] 0.72
[SD, 0.24] 0.43
[SD, 0.23] 0.60
[SD, 0.23] 0.84
[SD, 0.14] Recall-L 0.37
[SD, 0.09] 0.86
[SD, 0.09] 0.79
[SD, 0.15] 0.87
[SD, 0.08] 0.26
[SD, 0.14] 0.71
[SD, 0.10] 0.74
[SD, 0.13] 0.67
[SD, 0.13] F1-L 0.44
[SD, 0.10] 0.54
[SD, 0.11] 0.71
[SD, 0.09] 0.80
[SD, 0.09] 0.37
[SD, 0.16] 0.50
[SD, 0.20] 0.63
[SD, 0.15] 0.73
[SD, 0.11] |VD|(%) 54.4
[SD, 22.1] 26.9
[SD, 20.0] 17.6
[SD, 11.2] 12.3
[SD, 12.7] 77.4
[SD, 16.5] 30.6
[SD, 18.6] 37.6
[SD, 51.5] 13.7
[SD, 9.7] HD95 19.5
[SD, 8.6] 15.9
[SD, 16.1] 10.8
[SD, 6.7] 5.27
[SD, 3.15] 30.6
[SD, 20.9] 21.8
[SD, 22.9] 19.5
[SD, 18.8] 17.1
[SD, 21.0] AUC 0.53
[SD, 0.21] 0.66
[SD, 0.12] 0.61
[SD, 0.11] 0.84
[SD, 0.07] 0.54
[SD, 0.28] 0.60
[SD, 0.20] 0.60
[SD, 0.20] 0.84
[SD, 0.10]
Note:—HD95 indicates modified Hausdorff distance (mm); P, pixel; L, lesion; |VD| = absolute volume difference.