Mortality risk prediction in NSTE-ACS following PCI: Insights from a real-world cohort
Gradient boosting models, particularly LightGBM and XGBoost, significantly improve mortality prediction in NSTE-ACS patients after PCI. These models may facilitate more accurate risk stratification and guide personalized post-procedural management strategies in clinical practice.
Authors
- Shi-Tao Geng (ORCID: https://orcid.org/0009-0003-8967-8415)
- Yingying Luo (ORCID: https://orcid.org/0000-0002-6391-4489)
Institutions
- Tangshan People's Hospital (CN)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-11-06
- DOI
- https://doi.org/10.1371/journal.pone.0336130
- Primary Topic
- Coronary Interventions and Diagnostics
- Type
- article
- Field-Weighted Citation Impact
- 0.00