Meta-analysis and external validation of a risk model for gastrointestinal bleeding after percutaneous coronary intervention
Hualong Ma, Cong Peng, Xiaoge Liu, Yuexin Huang, Jiahui Liu, Haobin Liang, Lizhen Deng, Ying Zhang, Dalong Chen, Qiaohong Yang · 2025
Read Meta-analysis and external validation of a risk model for gastrointestinal bleeding after percutaneous coronary intervention by Hualong Ma, Cong Peng, Xiaoge Liu, Yuexin Huang, Jiahui Liu, Haobin Liang, Lizhen Deng, Ying Zhang, Dalong Chen, Qiaohong Yang (2025) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-12829118.txt.
Description
Hualong Ma and nine co-authors built a risk model for gut bleeding after heart artery stenting, in this 2025 study. Bleeding is a feared sequel of the procedure, and the standard scores predict it poorly. The team pooled seventy-seven studies covering more than seven million patients to find the true drivers, then built ten models and tested the best outside its home data.
Sixty factors tied firmly to bleeding. The winning model uses nine plain facts, from sex and age to kidney trouble and missing stomach protection. On 3,425 fresh patients it scored well above the standard score. The authors offer it for flagging patients who need shielding before the stent goes in.
Catalog record
| CREATOR | Hualong Ma, Cong Peng, Xiaoge Liu, Yuexin Huang, Jiahui Liu, Haobin Liang, Lizhen Deng, Ying Zhang, Dalong Chen, Qiaohong Yang |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 56 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |