Table 5. Cohort-level Pearson correlation (95% confidence interval) between myelin models and histology standards over time.
Model | Loss | Day 7 Cor | Day 14 Cor | Day 28 Cor | All Days Cor |
---|---|---|---|---|---|
Myelin Feature | - | 0.93 (0.91 to 0.94) | 0.93 (0.91 to 0.94) | 0.84 (0.81 to 0.87) | 0.89 (0.88 to 0.90) |
Segmentation Regression | RMSE | 0.93 (0.91 to 0.94) | 0.92 (0.91 to 0.94) | 0.83 (0.80 to 0.86) | 0.88 (0.87 to 0.89) |
MAE | 0.93 (0.91 to 0.94) | 0.92 (0.91 to 0.94) | 0.84 (0.81 to 0.87) | 0.88 (0.87 to 0.89) | |
Markov GAM | RMSE | 0.91 (0.90 to 0.93) | 0.92 (0.90 to 0.93) | 0.84 (0.81 to 0.86) | 0.87 (0.85 to 0.88) |
MAE | 0.91 (0.90 to 0.93) | 0.93 (0.92 to 0.94) | 0.85 (0.82 to 0.88) | 0.87 (0.86 to 0.88) |