Recurrence Segmentation Coverage Prediction on 58-patient MRI and FET-PET dataset (test)
74.7Recurrence Coverage (Any)PhysRegTumor
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PhysRegTumorDynamical Tissues=true, Inferable Healthy Anatomy=true, Population-Based Data-Driven=true, Physics-Constrained=Soft2024.09 | 74.7 | 89.9 | |
| PhysRegTumor (w/o inferable anatomy)Dynamical Tissues=true, Inferable Healthy Anatomy=false, Population-Based Data-Driven=true, Physics-Constrained=Soft, Note=Initial condition for brain tissues set as hard constraint representing average brain2024.09 | 73.4 | 89.3 | |
| Static Grid DiscretizationDynamical Tissues=false, Inferable Healthy Anatomy=false, Population-Based Data-Driven=false, Physics-Constrained=Soft2024.09 | 72.9 | 89 | |
| NN (Physics-Constrained)Dynamical Tissues=false, Inferable Healthy Anatomy=false, Population-Based Data-Driven=true, Physics-Constrained=Hard2024.09 | 70.4 | 84.3 | |
| Standard PlanDynamical Tissues=false, Inferable Healthy Anatomy=false, Population-Based Data-Driven=false, Physics-Constrained=None2024.09 | 70 | 87.3 | |
| Numerical Physics SimulationsDynamical Tissues=true, Inferable Healthy Anatomy=false, Population-Based Data-Driven=false, Physics-Constrained=Hard2024.09 | 67.1 | 86.2 | |
| NN (Unconstrained)Dynamical Tissues=false, Inferable Healthy Anatomy=false, Population-Based Data-Driven=true, Physics-Constrained=None2024.09 | 59 | 66.8 |