3D Cardiac Shape Reconstruction on Cardiac CTA Right ventricle 40 patients (test)
90Dice CoefficientNeural Implicit Reconstruction
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Neural Implicit ReconstructionLatent optimization=latent only, Initialization=ideal poses2026.02 | 90 | 1.45 | 6.58 | 4.22 | |
| Neural Implicit ReconstructionLatent optimization=latent + pose, Initialization=perturbed2026.02 | 87 | 1.95 | 11.31 | 7.18 | |
| Neural Implicit ReconstructionLatent optimization=latent + pose, Views=A2C+A4C2026.02 | 82 | 2.84 | 27.14 | 16.32 | |
| Neural Implicit ReconstructionLatent optimization=latent only, Initialization=perturbed2026.02 | 81 | 2.89 | 15 | 9.81 |