Table 5 Performance comparisons of context aggregation approaches on the intracranial blood vessel dataset
From: DNL-Net: deformed non-local neural network for blood vessel segmentation
Method | Dice coefficient (%) | Mean IoU (%) |
|---|---|---|
Baseline | 93.72 | 90.29 |
Baseline + RSEP | 94.46 | 91.96 |
Baseline + ASPP | 94.17 | 91.97 |
Baseline + DNL + MFF | 95.76 | 91.92 |
Baseline + DNL + MFF + ASPP | 96.01 | 92.42 |
DNL-Net | 96.63 | 92.93 |