Table 3.
Native T1 | Post-Contrast T1 | |||||||
---|---|---|---|---|---|---|---|---|
Myocardium | Blood | Myocardium | Blood | |||||
Accuracy | Precision | Accuracy | Precision | Accuracy | Precision | Accuracy | Precision | |
FC | 1199 ± 42 | 63 ± 20 | 1856 ± 96 | 50 ± 24 | 639 ± 48 | 31 ± 11 | 517 ± 69 | 20 ± 9 |
VGG19 | 1269 ± 189 | 133 ± 41 | 1387 ± 187 | 63 ± 20 | 458 ± 61 | 47 ± 17 | 452 ± 72 | 26 ± 9 |
ResNet50 | 1055 ± 40 | 96 ± 29 | 1187 ± 57 | 47 ± 17 | 1030 ± 42 | 88 ± 33 | 1158 ± 65 | 51 ± 16 |
ResUnet | 997 ± 138 | 51 ± 11 | 1657 ± 156 | 35 ± 13 | 811 ± 98 | 63 ± 20 | 615 ± 74 | 25 ± 12 |
U-Net | 1196 ± 47 | 57 ± 12 | 1850 ± 88 | 25 ± 10 | 624 ± 42 | 25 ± 8 | 510 ± 66 | 12 ± 4 |
MOLLI | 1170 ± 34 | 55 ± 12 | 1819 ± 85 | 28 ± 13 | 632 ± 44 | 26 ± 10 | 506 ± 63 | 10 ± 8 |