Research on the prediction of slow blood flow in pPCI of STEMI patients based on CatBoost
The prediction of slow blood flow in STEMI patients undergoing direct percutaneous coronary intervention (pPCI) using CatBoost combined with GAN can achieve promising results. This approach provides a theoretical basis for doctors to intervene in advance.
Authors
- Xiaocong Zeng (ORCID: https://orcid.org/0000-0002-6430-7736)
- Daizheng Huang (ORCID: https://orcid.org/0000-0003-0245-6303)
- Chao Huang (ORCID: https://orcid.org/0000-0001-8870-2661)
- Yuekun Wei (ORCID: https://orcid.org/0009-0008-3291-4006)
- Weilong Lin (ORCID: https://orcid.org/0000-0003-2713-5987)
- Lianxiang Deng
- Mengmeng Qin
- Wen Li (ORCID: https://orcid.org/0000-0002-9550-3828)
Institutions
- Guangxi Medical University (CN)
- First Affiliated Hospital of GuangXi Medical University (CN)
- The Second Nanning People's Hospital (CN)
Publication Details
- Journal
- European journal of medical research
- Published
- 2025-11-21
- DOI
- https://doi.org/10.1186/s40001-025-03406-5
- Primary Topic
- Acute Myocardial Infarction Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Guangxi Province