Automatic joint inflammation estimation based on regression neural networks
Results show that ADMIRA provides accurate, expert-level inflammation estimation, particularly for synovitis and tenosynovitis, offering a fast, reliable alternative to manual methods for RA monitoring and analysis. We expect that this automatic method could help to reduce labor costs and improve the efficiency of diagnosis in the future.
Authors
- Annette H M van der Helm–van Mil (ORCID: https://orcid.org/0000-0001-8572-1437)
- Berend C. Stoel (ORCID: https://orcid.org/0000-0002-5975-8559)
- Yanli Li (ORCID: https://orcid.org/0000-0001-9999-9368)
- M. Reijnierse (ORCID: https://orcid.org/0000-0002-6906-1851)
- Denis P. Shamonin (ORCID: https://orcid.org/0000-0002-5614-5351)
- Dennis A Ton (ORCID: https://orcid.org/0009-0005-6909-8274)
Institutions
- Leiden University Medical Center (NL)
Publication Details
- Journal
- Medical Physics
- Published
- 2025-09-22
- DOI
- https://doi.org/10.1002/mp.70010
- Primary Topic
- Rheumatoid Arthritis Research and Therapies
- Type
- article
- Field-Weighted Citation Impact
- 0.00