Beating Heart Motion Accurate Prediction Method Based on Interactive Multiple Model: An Information Fusion Approach

Table 1

Prediction results of comparative methods.

Algorithms	Heart motion datasets		ECG arrhythmia datasets
	Constant; 3D RMS [mm] ± SD	Varying; 3D RMS [mm] ± SD	107-V1; 1D RMS [mv] ± SD	202-MLII; 1D RMS [mv] ± SD
UIM8	0.587 ± 0.01	0.276 ± 0.01	0.036 ± 0.003	0.034 ± 0.003
UIM12	0.547 ± 0.01	0.152 ± 0.01	0.028 ± 0.004	0.029 ± 0.004
NAM	0.184 ± 0.01	0.102 ± 0.01	0.046 ± 0.003	0.053 ± 0.003
IMM8	0.195 ± 0.01	0.096 ± 0.01	0.024 ± 0.003	0.021 ± 0.003
IMM12	0.189 ± 0.01	0.093 ± 0.01	0.021 ± 0.003	0.018 ± 0.003