ActiveNaf: A novel NeRF-based approach for low-dose CT image reconstruction through active learning
Our findings demonstrate that our approach achieves high-quality 3D CT reconstructions from sparse data, producing clearer and more detailed images of anatomical structures. This work lays the groundwork for advanced imaging techniques, paving the way for safer and more efficient medical imaging procedures.
Authors
- Ilan Shimshoni (ORCID: https://orcid.org/0000-0002-5276-0242)
- Ahmad Zidane (ORCID: https://orcid.org/0009-0007-9866-8154)
Institutions
- University of Haifa (IL)
Publication Details
- Journal
- Physica Medica
- Published
- 2025-05-22
- DOI
- https://doi.org/10.1016/j.ejmp.2025.104997
- Primary Topic
- Medical Imaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00