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. 2018 May 16;9(6):2681–2698. doi: 10.1364/BOE.9.002681

Table 2. Performance metrics (mean ± standard deviation, median) of DOCTAD on 134 6-month volumes before and after fine-tuning both on the initial training set and the subject’s baseline volume using 6-fold cross validation. Statistically significant differences (p-value < 0.05) are shown in bold.

Volumes Performance metric Method
Gold standard (Manual) Before fine-tuning After fine-tuning
On initial training set On baseline volume
All EZ defect areas (mm2) 0.71 ± 0.71, 0.54 0.74 ± 0.70, 0.56 0.76 ± 0.72, 0.60 0.78 ± 0.74, 0.61

DSC - 0.82 ± 0.16, 0.88 0.82 ± 0.17, 0.88 0.83 ± 0.17, 0.89
Et (mm2) - 0.18 ± 0.20, 0.12 0.18 ± 0.20, 0.12 0.17 ± 0.21, 0.11
En (mm2) - 0.11 ± 0.17, 0.06 0.12 ± 0.17, 0.06 0.11 ± 0.20, 0.06

CS EZ defect areas (mm2) 0.87 ± 0.71, 0.70 0.89 ± 0.69, 0.73 0.92 ± 0.71, 0.76 0.93 ± 0.73, 0.76

DSC - 0.85 ± 0.12, 0.89 0.85 ± 0.12, 0.89 0.87 ± 0.10, 0.90
Et (mm2) - 0.21 ± 0.21, 0.14 0.21 ± 0.21, 0.14 0.20 ± 0.22, 0.13
En (mm2) - 0.13 ± 0.18, 0.07 0.13 ± 0.18, 0.08 0.12 ± 0.21, 0.07