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. 2021 Apr 5;16(4):e0249460. doi: 10.1371/journal.pone.0249460

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)