Table 2. Performance of model trained on 90 percent hybrid data generated offline.
Metric | FETAL-125 | OB-125 | ||||
---|---|---|---|---|---|---|
Original model | 90 percent hybrid training data (mean±SD) | p-value | Original model | 90 percent hybrid training data (mean±SD) | p-value | |
Accuracy | 97.80 | 97.33 ± 0.87 | 0.45 | 93.09 | 93.58 ± 0.33 | 0.12 |
F-score | 93.40 | 91.99 ± 2.62 | 0.45 | 79.27 | 80.76 ± 0.99 | 0.12 |
Original model was benchmarked in [1]. p-values reported using the two-tailed t-test. Hybrid images were generated offline, and traditional data augmentation was applied at training time for regularization.