3D Cardiac Shape Reconstruction on Cardiac CTA Right atrium 40 patients (test)
0.87DiceNeural Implicit Reconstruction
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Neural Implicit ReconstructionLatent optimization=latent only, Initialization=ideal poses2026.02 | 0.87 | 1.89 | 7.18 | 6.71 | |
| Neural Implicit ReconstructionLatent optimization=latent + pose, Initialization=perturbed2026.02 | 0.84 | 2.39 | 10.59 | 10.46 | |
| Neural Implicit ReconstructionLatent optimization=latent + pose, Views=A2C+A4C2026.02 | 0.79 | 3.2 | 13.92 | 13.08 | |
| Neural Implicit ReconstructionLatent optimization=latent only, Initialization=perturbed2026.02 | 0.75 | 3.9 | 9.48 | 9.76 |