Identification of Risk Factors and Development of Machine Learning Prediction Models for Inpatient Calcium Pyrophosphate Deposition Disease Flares
Advanced age, female sex, and in-hospital antibiotic therapy independently increased the risk of inpatient CPPD flares. The RF model provides a promising proof of concept but requires external validation.
Authors
- Panchalee Satpanich (ORCID: https://orcid.org/0000-0002-2056-3789)
- Nutnicha Pattaravimonporn
Institutions
- Navamindradhiraj University (TH)
- Vajira Hospital (TH)
- Joint Replacement Institute (US)
Publication Details
- Journal
- JCR Journal of Clinical Rheumatology
- Published
- 2026-01-14
- DOI
- https://doi.org/10.1097/rhu.0000000000002312
- Primary Topic
- Streptococcal Infections and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00