Table 2.
Mean and standard deviation of T1 for each phantom vial measured by MOLLI and LL4 with MyoMapNet across different DL models
| Phantom Vials T1 | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| #1 | #2 | #3 | #4 | #5 | #6 | #7 | #8 | #9 | #10 | #11 | #12 | |
| FC | 300 ±4 | 307 ±5 | 405 ±9 | 455 ±5 | 516 ± 8 | 567 ±14 | 625 ±13 | 728 ±7 | 831 ±4 | 1004 ±6 | 1377 ±17 | 1604 ±16 |
| VGG19 | 502±46 | 486 ±38 | 526 ±33 | 485±37 | 460±42 | 454±42 | 560±48 | 494±34 | 546±44 | 599 ±48 | 602±50 | 571 ±58 |
| ResNet50 | 884±52 | 1168±45 | 1157±48 | 824±61 | 777±47 | 900±68 | 805±26 | 1128±40 | 1065±51 | 919 ±26 | 933±26 | 924 ±35 |
| ResUnet | 363±11 | 365 ±10 | 373 ±11 | 383 ±6 | 401 ± 8 | 407±7 | 428±10 | 525±9 | 661±7 | 878±19 | 1623 ±24 | 1859±22 |
| U-Net | 303 ±4 | 312 ±8 | 393 ±11 | 442 ±6 | 498 ±4 | 548±3 | 619±7 | 695±4 | 799 ±6 | 974±8 | 1374±11 | 1567±10 |
| MOLLI | 304 ±4 | 313 ±15 | 403 ±7 | 453 ±3 | 502±4 | 552 ±4 | 620 ±6 | 714 ±5 | 814 ±4 | 986 ±6 | 1367 ±10 | 1563±12 |