Table 1 Data distribution from prenatal and postnatal echocardiograms to evaluate the performance of the generated a stacked residual-dense network model on testing and unseen data
From: Automatic echocardiographic anomalies interpretation using a stacked residual-dense network model
Learning process | ASD | AVSD | VSD | Normal | Total |
|---|---|---|---|---|---|
Training | 335 | 216 | 359 | 275 | 1185 |
Validation | 49 | 20 | 37 | 54 | 160 |
Testing with unseen | 44 | 38 | 45 | 54 | 181 |
Total | Â | Â | Â | Â | 1526 |