Research Article
Automated Ventricular System Segmentation in Paediatric Patients Treated for Hydrocephalus Using Deep Learning Methods
Table 5
Aggregated results for test set.
| ā | Without post-processing | With post-processing | ā | Mean | Std | Mean | Std |
| Dice | 0.9482 | 0.0288 | 0.9506 | 0.0276 | IOU | 0.9027 | 0.0515 | 0.9069 | 0.0494 | Accuracy | 0.9969 | 0.0022 | 0.9970 | 0.0021 | Precision | 0.9433 | 0.0436 | 0.9463 | 0.0424 | Recall | 0.9549 | 0.0386 | 0.9566 | 0.0367 | Volumetric similarity | 0.9766 | 0.0223 | 0.9778 | 0.0218 |
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