Table 4.6:
Quantitative results for different low frequency noise levels. We choose the ground truth model parameters from the synthetic test-case AT-C2. We report the performance metrics for model parameter inversion (eK,ep), the relative error in the final tumor reconstruction , the relative error in the reconstructed initial condition , the relative error in the parameterization of the initial condition , the relative change in the gradient and solver timings in seconds. All ground truth values are indicated by ‘*’ and the inverted quantities with ‘rec’.
Noise level | K* | P* | Krec | ek | prec | eP | ¥t,L2 | ¥0,L2 | ¥p,l1 | llgl|rel | Tinv [s] |
---|---|---|---|---|---|---|---|---|---|---|---|
0% | 5E-2 | 1.20E1 | 3.89E-2 | 2.23E-1 | 1.02E1 | 1.47E-1 | 1.72E-1 | 1.26E0 | 2.25E0 | 9.36E-6 | 6.43E2 |
1% | 5E-2 | 1.20E1 | 3.70E-2 | 2.59E-1 | 1.03E1 | 1.42E-1 | 1.87E-1 | 1.20E0 | 2.10E0 | 3.56E-3 | 9.96E2 |
5% | 5E-2 | 1.20E1 | 3.74E-2 | 2.53E-1 | 1.09E1 | 8.97E-2 | 1.72E-1 | 1.20E0 | 2.09E0 | 7.92E-6 | 7.88E2 |
10% | 5E-2 | 1.20E1 | 4.07E-2 | 1.86E-1 | 1.09E1 | 9.26E-2 | 1.73E-1 | 1.20E0 | 2.06E0 | 3.11E-4 | 1.09E3 |