TABLE III.
Mean and Standard Deviation MDE and NMSE Results for Interpolation With m = 100 Input LAT Observations and 50 Random Repetitions. MAGIC-LAT Consistently Outperforms Prior Methods Across the Whole Patient Dataset
| MDE | |||||||
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| Map 0 | Map 1 | Map 2 | Map 3 | Map 4 | Map 5 | Map 6 | |
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| GPR | 12.9 ± 1.18 | 11.4 ± 0.994 | 11.1 ± 1.04 | 12.2 ± 0.901 | 12.8 ± 0.649 | 6.76 ± 0.361 | 12.8 ± 1.11 |
| GPMI [17] | 9.66 ± 1.02 | 8.56 ± 0.976 | 8.62 ± 0.777 | 8.92 ± 0.470 | 11.7 ± 0.656 | 5.59 ± 0.537 | 6.36 ± 0.708 |
| MAGIC-LAT (our) | 9.34 ± 0.668 | 8.04 ± 0.559 | 8.06 ± 0.616 | 8.86 ± 0.492 | 11.2 ± 0.575 | 5.42 ± 0.319 | 5.21 ± 0.860 |
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| NMSE | |||||||
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| Map 0 | Map 1 | Map 2 | Map 3 | Map 4 | Map 5 | Map 6 | |
|
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| GPR | 0.40 ± 0.07 | 0.39 ± 0.06 | 0.41 ± 0.07 | 0.24 ± 0.03 | 0.48 ± 0.04 | 0.43 ± 0.04 | 0.40 ± 0.05 |
| GPMI [17] | 0.25 ± 0.08 | 0.24 ± 0.07 | 0.34 ± 0.10 | 0.16 ± 0.02 | 0.43 ± 0.04 | 0.39 ± 0.15 | 0.22 ± 0.06 |
| MAGIC-LAT (our) | 0.22 ± 0.05 | 0.21 ± 0.04 | 0.23 ± 0.03 | 0.15 ± 0.02 | 0.42 ± 0.03 | 0.34 ± 0.034 | 0.23 ± 0.07 |