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Donghyuk Choo

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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 · 0 citations

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