Application of XGBoost in the prediction of acute postoperative pain after major noncardiac surgery in older patients
A high-performance algorithm was developed and validated to predict the degree of change in postoperative pain; controlling important characterizing variables may be helpful for postoperative analgesia.
Authors
- Weixuan Sheng (ORCID: https://orcid.org/0000-0001-5443-9498)
- Yihong Sun (ORCID: https://orcid.org/0000-0001-7812-9793)
- Xiao Hu (ORCID: https://orcid.org/0000-0003-1128-4099)
- Huihui Miao (ORCID: https://orcid.org/0000-0003-1326-2299)
- D Wang (ORCID: https://orcid.org/0009-0003-5758-625X)
- L Du (ORCID: https://orcid.org/0000-0002-3251-3965)
- Kang Yu
Institutions
- Capital Medical University (CN)
- Beijing Shijitan Hospital (CN)
Publication Details
- Journal
- Molecular Pain
- Published
- 2025-08-26
- DOI
- https://doi.org/10.1177/17448069251376199
- Citations
- 1
- Primary Topic
- Cardiac, Anesthesia and Surgical Outcomes
- Type
- article
- Field-Weighted Citation Impact
- 1.39