TomoGRAF: An X-ray physics-driven generative radiance field framework for extremely sparse view CT reconstruction
TomoGRAF provides the first generalizable solution for image-guided radiotherapy and interventional radiology applications, where only one/a few X-ray views are available, but 3D volumetric information is desired.
Authors
- Dan Ruan (ORCID: https://orcid.org/0000-0003-3400-7684)
- Ke Sheng (ORCID: https://orcid.org/0000-0002-6696-5409)
- Martina Descovich (ORCID: https://orcid.org/0000-0002-6415-3415)
- Qihui Lyu (ORCID: https://orcid.org/0000-0002-1835-3870)
- Hengjie Liu (ORCID: https://orcid.org/0000-0001-5890-2291)
- Yang Yang (ORCID: https://orcid.org/0000-0002-5070-4511)
- Di Xu (ORCID: https://orcid.org/0000-0001-5587-5275)
Institutions
- University of California, Los Angeles (US)
- University of California, San Francisco (US)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-08-22
- DOI
- https://doi.org/10.1371/journal.pone.0330463
- Primary Topic
- Medical Imaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Institutes of Health