Open access
Aug 2026
EpiC-NeRF: Epistemic Uncertainty-Guided Neural Radiance Fields for Sparse-View CT Reconstruction
EpiC-NeRF is proposed, a CT-specific closed-loop framework that actively feeds estimated epistemic uncertainty back into sparse-view reconstruction and achieves improved reconstruction fidelity over existing analytic, iterative, and neural implicit reconstruction methods.
Donghyuk Choo, Haill An, Younhyun Jung
· Mathematics · 0 citations