Machine learning for predicting macrophage activation syndrome in adult patients with Still's disease
We present an interpretable machine learning model based on baseline data and simplified risk score for predicting in-hospital MAS in adult patients with Still's disease. To our knowledge, this study represents one of the larger adult cohorts assembled for Still's disease-associated MAS.
Authors
- Zile Chen (ORCID: https://orcid.org/0000-0003-3284-0875)
- Yi Zheng (ORCID: https://orcid.org/0000-0002-7066-2937)
- Changyi Yang (ORCID: https://orcid.org/0009-0006-9764-2975)
- Shi Ying
- Xueyang Cai (ORCID: https://orcid.org/0000-0002-2132-3242)
- Jie Zhao
- Jianjun Qiao
Institutions
- First Affiliated Hospital Zhejiang University (CN)
Publication Details
- Journal
- Journal of Translational Autoimmunity
- Published
- 2026-03-14
- DOI
- https://doi.org/10.1016/j.jtauto.2026.100365
- Primary Topic
- Autoimmune and Inflammatory Disorders Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00