Table 1.
Native T1 | Post-Contrast T1 | |||||||
---|---|---|---|---|---|---|---|---|
Myocardium | Blood | Myocardium | Blood | |||||
Accuracy | Precision | Accuracy | Precision | Accuracy | Precision | Accuracy | Precision | |
FC | 1217 ± 64 | 67 ± 15 | 1866 ± 85 | 51 ± 22 | 578 ± 57 | 38 ± 12 | 432 ± 69 | 17 ± 5 |
VGG19 | 1259 ± 192 | 132 ± 33 | 1365 ± 202 | 69 ± 19 | 450 ± 56 | 48 ± 16 | 447 ± 64 | 27 ± 8 |
ResNet50 | 1057 ± 47 | 110 ± 32 | 1177 ± 66 | 54 ± 21 | 1052 ± 48 | 107 ± 25 | 1155 ± 49 | 54 ± 15 |
ResUnet | 1033 ± 104 | 57 ± 12 | 1702 ± 120 | 37 ± 11 | 736 ± 85 | 66 ± 23 | 502 ± 77 | 28 ± 12 |
U-Net | 1208 ± 61 | 61 ± 13 | 1839 ± 87 | 27 ± 7 | 567 ± 54 | 31 ± 13 | 428 ± 68 | 12 ± 5 |
MOLLI | 1199 ± 61 | 60 ± 13 | 1851 ± 94 | 30 ± 9 | 574 ± 55 | 30 ± 9 | 428 ± 70 | 9 ± 3 |