Development and validation of a machine learning-based predictive model for postoperative nausea and vomiting in patients undergoing day-case laparoscopic cholecystectomy: a single-centre retrospective study
The study finds that postoperative pain, LESS method and cisatracurium dosage are closely related to the occurrence of PONV in day-case LC. However, these three variables have rarely been reported in the previous literature and worth further research. The prediction model obtained in this study provides a meaningful reference for the perioperative prevention and treatment of PONV in day surgery.
Authors
- Qudong Yin (ORCID: https://orcid.org/0000-0002-7347-1773)
- Dan Fan (ORCID: https://orcid.org/0000-0003-3245-7702)
- Danni Li (ORCID: https://orcid.org/0009-0000-1478-3788)
- Xingwei Wu
- Yuchen Yao
Institutions
- University of Electronic Science and Technology of China (CN)
- Southwest Medical University (CN)
- Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital (CN)
Publication Details
- Journal
- BMJ Open
- Published
- 2025-10-01
- DOI
- https://doi.org/10.1136/bmjopen-2024-093884
- Primary Topic
- Nausea and vomiting management
- Type
- article
- Field-Weighted Citation Impact
- 0.00