Table 3.
Performance of the ML model compared with biophysical model and EM groundtruth in terms of mean values and group metrics.
| Method | |||
|---|---|---|---|
| Metric | EM groundtruth | Biophysical | ML |
| Genu (% error in mean) | - | 7.83% 3.53% | 4.32% 4.86% |
| Body (% error in mean) | - | 6.09% 2.10% | 2.79% 2.73% |
| Splenium (% error in mean) | - | 3.06% 1.41% | 3.02% 2.30% |
| Genu effect size | 4.01 | 1.60 | 1.76 1.23 |
| Body effect size | 2.44 | 3.71 | 3.02 3.19 |
| Splenium effect size | -0.45 | -0.26 | -0.39 -0.29 |