Development and internal validation of a multimodal nomogram integrating clinical, imaging, and laboratory data to predict malignant brain edema after reperfusion in acute ischemic stroke
A LASSO-selected, internally validated nomogram enables early risk stratification and decision support for MBE after reperfusion in AIS. Prospective external validation in independent cohorts is required before clinical adoption to confirm reliability and generalizability.
Authors
- Haotian Xia (ORCID: https://orcid.org/0009-0004-0988-5447)
- Shuguang Chu
- Wenhao Gong
- Jianhua Zhang
Institutions
- Shanghai University of Traditional Chinese Medicine (CN)
- Shanghai East Hospital (CN)
Publication Details
- Journal
- Quantitative Imaging in Medicine and Surgery
- Published
- 2025-12-31
- DOI
- https://doi.org/10.21037/qims-2025-1153
- Primary Topic
- Acute Ischemic Stroke Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00