TABLE III.
Performance Metrics Comparing Regions Delineated by Outer Border as Detected by Various Interpolation & Surface Fitting Techniques
| Metric | Anisotropic Linear-Elastic Mesh | Interpolation Methods | Surface Fitting Methods | ||||
|---|---|---|---|---|---|---|---|
| Linear Interpolation | Nearest Neighbor Interpolation | Cubic Spline Interpolation | Polynomial Surface Model (5th Degree)a | Local Linear Regression | Local Quadratic Regression | ||
| Sensitivity | 90.79 | 81.89 | 82.35 | 81.94 | 80.74 | 81.11 | 80.96 |
| Specificity | 99.00 | 99.19 | 99.10 | 99.18 | 99.42 | 99.47 | 99.46 |
| Jaccard Index | 83.67 | 76.61 | 76.48 | 76.56 | 76.90 | 77.62 | 77.39 |
| Dice Index | 91.11 | 86.75 | 86.67 | 86.73 | 86.94 | 87.40 | 87.25 |
| Rover | 0.9079 | 0.8189 | 0.8235 | 0.8194 | 0.8074 | 0.8111 | 0.8096 |
| Rnonover | 0.1773 | 0.2501 | 0.2533 | 0.2508 | 0.2426 | 0.2339 | 0.2366 |
Z = p00 + p10 × x + p01 × y+ ⋯ + p14 × xy4 + p05 × y5