Interpretable predictive value of including HDL-2b and HDL-3 in an explainable boosting machine model for multiclass classification of coronary artery stenosis severity in acute myocardial infarction patients
HDL-3 provides superior predictive value for evaluating coronary artery stenosis severity in AMI patients compared to HDL-2b and other conventional lipid markers.
Authors
- Feifei Jin (ORCID: https://orcid.org/0000-0002-4991-0158)
- Tingting Lv (ORCID: https://orcid.org/0000-0002-7764-124X)
- Yujie Wang (ORCID: https://orcid.org/0000-0002-7299-875X)
- Ping Zhang (ORCID: https://orcid.org/0000-0001-9163-6191)
- Bin Wang (ORCID: https://orcid.org/0000-0003-0012-9835)
- Dong Li (ORCID: https://orcid.org/0000-0002-6942-9580)
- Yu Geng (ORCID: https://orcid.org/0000-0001-7615-7950)
- Changhua Lv
- Yajun Xue
Institutions
- Peking University (CN)
- Peking University People's Hospital (CN)
- Beijing Tsinghua Chang Gung Hospital (CN)
- Tsinghua University (CN)
Publication Details
- Journal
- European Heart Journal - Digital Health
- Published
- 2024-12-21
- DOI
- https://doi.org/10.1093/ehjdh/ztae100
- Citations
- 1
- Primary Topic
- Acute Myocardial Infarction Research
- Type
- article
- Field-Weighted Citation Impact
- 0.40