Table 6. Cohort-level Pearson correlation (95% confidence interval) between cellularity models and histology standards over time.
Model | Loss | Day 7 Cor | Day 14 Cor | Day 28 Cor | All Days Cor |
---|---|---|---|---|---|
Cellularity Feature | - | 0.89 (0.87 to 0.91) | 0.82 (0.78 to 0.84) | 0.70 (0.65 to 0.75) | 0.81 (0.79 to 0.82) |
Segmentation Regression | RMSE | 0.91 (0.90 to 0.93) | 0.89 (0.86 to 0.91) | 0.82 (0.78 to 0.85) | 0.87 (0.86 to 0.89) |
MAE | 0.92 (0.90 to 0.93) | 0.90 (0.88 to 0.92) | 0.82 (0.79 to 0.85) | 0.88 (0.87 to 0.89) | |
Markov GAM | RMSE | 0.88 (0.86 to 0.90) | 0.87 (0.85 to 0.89) | 0.82 (0.79 to 0.85) | 0.85 (0.83 to 0.86) |
MAE | 0.89 (0.87 to 0.91) | 0.89 (0.87 to 0.91) | 0.84 (0.81 to 0.86) | 0.86 (0.84 to 0.87) |