A machine learning-based predictive model for the occurrence of lower extremity deep vein thrombosis after laparoscopic surgery in abdominal surgery
We present a model for predicting deep vein thrombosis in laparoscopic surgery patients. This model outperformed the Caprini score in predicting the incidence of deep vein thrombosis.
Authors
- Shang‐You Yang (ORCID: https://orcid.org/0000-0002-8835-5302)
- Minghui Peng
- Haibo Yu (ORCID: https://orcid.org/0000-0003-1506-2346)
- Shi-Wei Guan
- Quan Lin
- Kailun Zhang (ORCID: https://orcid.org/0000-0002-9147-5006)
Institutions
- Wenzhou Medical University (CN)
- Wenzhou Central Hospital (CN)
Publication Details
- Journal
- Frontiers in Surgery
- Published
- 2025-05-30
- DOI
- https://doi.org/10.3389/fsurg.2025.1502944
- Citations
- 4
- Primary Topic
- Venous Thromboembolism Diagnosis and Management
- Type
- article
- Field-Weighted Citation Impact
- 7.48