Table 4.
LV ED | LV ES | |||||||
---|---|---|---|---|---|---|---|---|
DSC | HD (mm) | Recall | Precision | DSC | HD (mm) | Recall | Precision | |
CNN vs GT | 0.94 (0.91–0.96) | 5.2 (3.2–8.5) | 0.94 (0.88–0.97) | 0.96 (0.94–0.97) | 0.92 (0.94–0.94) | 4.8 (3.2–8.5) | 0.92 (0.82–0.95) | 0.94 (0.91–0.97) |
RV ED | RV ES | |||||||
---|---|---|---|---|---|---|---|---|
DSC | HD (mm) | Recall | Precision | DSC | HD (mm) | Recall | Precision | |
CNN vs GT | 0.90 (0.84–0.92) | 8.2 (5.8–12.9) | 0.87 (0.80–0.93) | 0.92 (0.89–0.94) | 0.88 (0.80–0.91) | 8.2 (4.8–13.1) | 0.85 (0.77–0.90) | 0.92 (0.88–0.94) |
LVM ED | LVM ES | |||||||
---|---|---|---|---|---|---|---|---|
DSC | HD (mm) | Recall | Precision | DSC | HD (mm) | Recall | Precision | |
CNN vs GT | 0.79 (0.75–0.83) | 5.0 (3.2–6.5) | 0.87 (0.81–0.91) | 0.75 (0.68–0.79) | 0.83 (0.78–0.87) | 4.4 (3.5–6.8) | 0.88 (0.83–0.92) | 0.79 (0.71–0.85) |
Values are reported as median (interquartile range)
Segmentation performance on images with artifacts for the proposed CNN compared to the manual gold standard (GT)
Abbreviations as in Table 2