Federated learning-based virtual dual-energy CT generation from single-energy CT for gout detection
OneGout presents an efficient, scalable, and privacy-preserving diagnostic solution for gout, particularly beneficial for resource-limited medical institutions. This framework has the potential to significantly enhance global gout management by providing a more accessible and safer diagnostic alternative.
Authors
- Yulong Yang
- Yong Dai (ORCID: https://orcid.org/0000-0002-6840-9158)
- Jiajun Feng
- Zhe Jin (ORCID: https://orcid.org/0000-0003-4501-7992)
- Yufang Dong
- Min Liu (ORCID: https://orcid.org/0009-0004-5632-0561)
Institutions
- Anhui University of Science and Technology (CN)
- Anhui Medical University (CN)
- Nankai University (CN)
- Guangzhou First People's Hospital (CN)
- Guangzhou Medical University (CN)
Publication Details
- Journal
- Digital Health
- Published
- 2025-05-01
- DOI
- https://doi.org/10.1177/20552076251375570
- Citations
- 1
- Primary Topic
- Advanced X-ray and CT Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.67