Large-Deformation Image Registration of CT-TEE for Surgical Navigation of Congenital Heart Disease
Table 2
Registration indexes.
Patient
Average Dice coefficient
Average TRE (mm)
VPMMI
VMI
ICPMI
VPMMI
VMI
ICPMI
Patient 1
0.88
0.45
0.80
1.7290
9.5789
3.0710
Patient 2
0.89
0.80
0.82
1.2701
3.6162
1.8111
Patient 3
0.90
0.45
0.79
0.6013
11.5463
2.7112
Patient 4
0.95
0.95
0.84
1.1176
1.6780
8.0261
Patient 5
0.89
0.00
0.60
1.1179
12.3223
9.3880
Patient 6
0.87
0.04
0.88
2.2345
19.0837
4.9850
Patient 7
0.89
0.65
0.59
1.4118
7.5647
9.1564
Patient 8
0.91
0.32
0.89
0.8496
7.3520
0.8964
Patient 9
0.91
0.42
0.92
0.7337
5.7968
0.6936
Patient 10
0.95
0.83
0.85
0.6760
3.8212
2.9338
Patient 11 (adult)
0.90
0.58
0.69
1.7191
13.4195
6.6400
Patient 12 (adult)
0.92
0.62
0.86
1.7260
13.9903
2.2362
Average
0.91
0.51
0.79
1.2655
9.1475
4.3791
TRE, target registration error; VMI and ICPMI, the comparison algorithms; VPMMI, the proposed method (valves as a benchmark and probability map-based mutual information method)