Table 3 Mean (SD) of different quantitative metrics for nearest-neighbor down-sampling
Dice (%) | Jaccard (%) | HD (mm) | MCD (mm) | \({\text{R}}_{{{\text{vol}}}}^{2} (\%)\) | |
|---|---|---|---|---|---|
LVED | |||||
FCN | 86.5 (22.2) | 80.7 (23.5) | 6.9 (12.1) | 2.3 (6.4) | 98.5 |
FCN-SAD | 90.6 (13.8) | 84.9 (16.5) | 5.0 (7.4) | 1.7 (3.8) | 99.3 |
cvi42 | 73.2 (34.3) | 66.5 (33.0) | 7.5 (13.6) | 3.4 (10.8) | 78.6 |
U-Net | 84.5 (24.4) | 78.4 (25.4) | 7.2 (10.2) | 3.3 (8.5) | 93.4 |
U-Net-SAD | 87.1 (21.9) | 81.4 (22.6) | 6.7 (10.8) | 2.3 (7.1) | 97.9 |
LVES | |||||
FCN | 83.2 (20.9) | 75.1 (22.5) | 6.9 (12.0) | 2.7 (7.4) | 93.0 |
FCN-SAD | 85.0 (18.8) | 77.3 (21.2) | 6.3 (9.4) | 2.5 (5.6) | 96.6 |
cvi42 | 71.0 (32.2) | 62.6 (30.5) | 7.9 (15.3) | 4.0 (13.3) | 76.6 |
U-Net | 79.4 (25.2) | 71.2 (26.1) | 7.1 (10.1) | 2.7 (6.8) | 82.2 |
U-Net-SAD | 82.3 (20.9) | 73.8 (22.5) | 7.6 (11.9) | 2.5 (6.7) | 92.3 |
RVED | |||||
FCN | 80.3 (24.0) | 71.9 (24.9) | 14.2 (15.7) | 6.6 (13.6) | 87.0 |
FCN-SAD | 84.4 (20.2) | 76.7 (21.5) | 10.7 (11.5) | 3.8 (6.5) | 95.9 |
cvi42 | 54.3 (40.9) | 47.8 (37.8) | 15.8 (17.8) | 5.6 (9.0) | 31.9 |
U-Net | 77.7 (27.1) | 69.6 (27.9) | 15.1 (19.3) | 5.7 (14.2) | 84.2 |
U-Net-SAD | 81.8 (22.5) | 73.7 (23.7) | 12.3 (14.1) | 4.1 (7.1) | 93.4 |
RVES | |||||
FCN | 74.7 (24.5) | 64.4 (24.9) | 13.6 (19.9) | 6.1 (16.3) | 87.6 |
FCN-SAD | 79.2 (20.1) | 69.1 (21.6) | 11.2 (12.5) | 4.1 (7.6) | 93.3 |
cvi42 | 53.7 (38.0) | 45.5 (34.0) | 12.9 (12.5) | 4.7 (5.8) | 64.3 |
U-Net | 71.3 (28.1) | 61.4 (27.7) | 14.6 (19.0) | 6.1 (16.0) | 88.4 |
U-Net-SAD | 74.8 (24.8) | 64.6 (24.9) | 12.1 (13.0) | 4.2 (6.6) | 88.7 |