3D Cardiac Shape Reconstruction on Cardiac CTA Left ventricle myocardium 40 patients (test)
0.88DiceNeural Implicit Reconstruction
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Neural Implicit ReconstructionLatent optimization=latent only, Initialization=ideal poses2026.02 | 0.88 | 0.85 | 3.04 | 2.25 | |
| Neural Implicit ReconstructionLatent optimization=latent + pose, Initialization=perturbed2026.02 | 0.82 | 1.35 | 6.91 | 4.95 | |
| Neural Implicit ReconstructionLatent optimization=latent + pose, Views=A2C+A4C2026.02 | 0.79 | 1.54 | 5.24 | 3.87 | |
| Neural Implicit ReconstructionLatent optimization=latent only, Initialization=perturbed2026.02 | 0.71 | 2.13 | 7.02 | 5.25 |