Table 2 Summary of the evaluation metrics for the segmentation algorithms in relation to the STAPLE masks.
From: Automated hippocampal segmentation algorithms evaluated in stroke patients
Algorithms | Failed (n) | Volumetric similarity (mean ± std) | DICE score (mean ± std) | Average hausdorff distance (mean ± std) | Hausdorff distance 95 (mean ± std) |
|---|---|---|---|---|---|
e2dhipseg | 8 (1%) | 0.869 ± 0.076 | 0.854 ± 0.074 | 0.271 ± 2.63 | 3.83 ± 3.75 |
hippmapp3r | 45 (4%) | 0.816 ± 0.166 | 0.786 ± 0.186 | 156 ± 4270 | 6.34 ± 9.56 |
hippodeep | 0 (0%) | 0.953 ± 0.056 | 0.909 ± 0.056 | 0.114 ± 0.204 | 2.69 ± 1.76 |
fastsurfer | 0 (0%) | 0.972 ± 0.056 | 0.910 ± 0.058 | 0.112 ± 0.121 | 3.60 ± 2.11 |
quicknat | 0 (0%) | 0.939 ± 0.087 | 0.921 ± 0.088 | 0.101 ± 0.250 | 3.16 ± 3.23 |
assemblynet | 0 (0%) | 0.938 ± 0.027 | 0.887 ± 0.026 | 0.126 ± 0.041 | 3.32 ± 1.21 |
