Table 2.
Internal evaluation and comparison of the three models (median (IQR)).
| Models | Composition | Dice | Jaccard | HD95 | precision | Recall |
|---|---|---|---|---|---|---|
| L3BCSM | SATA | 0.954(0.930, 0.963) P = - | 0.912(0.869, 0.928) P = - | 3.350(2.20, 5.33) P = - | 0.968(0.954,0.981) P = - | 0.944(0.910,0.9625) P = - |
| VATA | 0.849(0.774,0.901) P = - | 0.737(0.632,0.820) P = - | 17.0(10, 29) P = - | 0.897(0.783,0.938) P = - | 0.863(0.768,0.928) P = - | |
| SMA | 0.920(0.901, 0.936) P = - | 0.852(0.820,0.880) P = - | 7.800(5.6,10) P = - | 0.934(0.905,0.964) P = - | 0.913(0.881,0.938) P = - | |
| UNETR | SATA | 0.927(0.892,0.948) P < 0.001 |
0.894(0.841,0.912) P < 0.001 |
9.400(5.00,21.44) P < 0.001 | 0.941(0.899,0.971) P < 0.001 | 0.921(0.875,0.949) P < 0.001 |
| VATA | 0.829(0.749,0.875) P = 0.110 | 0.722(0.580,0.806) P = 0.110 | 24.50(13.00,42.00) P = 0.0064 | 0.838(0.729,0.923) P = 0.038 | 0.845(0.769,0.910) P = 0.321 | |
| SMA | 0.856(0.801,0.888) P < 0.001 | 0.852(0.817,0.879) P < 0.001 | 39.00(23.00,49.00) P < 0.001 | 0.857(0.805, 0.910) P < 0.001 | 0.862(0.796,0.897) P < 0.001 | |
| AHNet | SATA | 0.944(0.913,0.955) P = 0.002 | 0.864(0.805,0.902) P = 0.002 | 3.000(2.000,4.130) P = 0.454 | 0.961(0.933,0.976) P = 0.010 | 0.926(0.885,0.955) P = 0.048 |
| VATA | 0.839(0.735,0.892) P = 0.075 | 0.708(0.598,0.778) P = 0.755 | 20.00(10.75,35.5) P = 0.154 | 0.861(0.771,0.899) P = 0.0063 | 0.847(0.738,0.922) P = 0.418 | |
| SMA | 0.920(0.899,0.936) P = 0.458 | 0.746(0.668,0.798) P = 0.456 | 7.050(5.00,10.25) P = 0.669 | 0.933(0.897,0.957) P = 0.377 | 0.917(0.871,0.941) P = 0.946 | |
| The Mann–Whitney U test was performed between L3BCSM and the other two models | ||||||