Risk factors for hematuria during indwelling urinary catheterization in acute myocardial infarction: a comparative analysis using logistic regression and decision tree
Hematuria in AMI patients results from coagulation dysfunction, procedural trauma, and behavioral factors. The combined use of logistic regression and decision trees enhances risk stratification. Clinical strategies should prioritize gentle catheterization, dynamic coagulation monitoring, and patient education to reduce complications.
Authors
- Jin Huang (ORCID: https://orcid.org/0009-0002-0787-3915)
- Yan Chen (ORCID: https://orcid.org/0000-0003-3349-752X)
- Shenghui Huang (ORCID: https://orcid.org/0000-0003-2817-4902)
- Ling Yang (ORCID: https://orcid.org/0000-0002-8532-2679)
- Di Peng (ORCID: https://orcid.org/0009-0006-8357-5935)
- Jia Zhang (ORCID: https://orcid.org/0009-0005-6061-5386)
Publication Details
- Journal
- Frontiers in Cardiovascular Medicine
- Published
- 2025-11-14
- DOI
- https://doi.org/10.3389/fcvm.2025.1597796
- Primary Topic
- Urinary Tract Infections Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00