Adjustment of the GRACE Score and SHAP Analysis in STEMI Patients
The GRACE-STEMI score adjusted model offers a clinically relevant advancement, providing a more precise tool for risk stratification and mortality prediction in STEMI patients. The integration of SHAP analysis not only enhances the model's interpretability but also facilitates the identification of novel risk groups, contributing to personalized clinical decision-making.
Authors
- Jingyi Liu (ORCID: https://orcid.org/0000-0001-7123-0119)
- Xiaoyun Wang (ORCID: https://orcid.org/0000-0002-9900-740X)
- Xiaoqiang Wang (ORCID: https://orcid.org/0000-0003-0960-521X)
- Jin Cao (ORCID: https://orcid.org/0009-0002-7179-5480)
Institutions
- Florida State University (US)
- Shanxi Cardiovascular Hospital (CN)
- Taiyuan University of Science and Technology (CN)
- Taiyuan University of Technology (CN)
Publication Details
- Journal
- Computer Methods and Programs in Biomedicine
- Published
- 2024-12-22
- DOI
- https://doi.org/10.1016/j.cmpb.2024.108572
- Primary Topic
- Medical Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00