Performance of Machine Learning Algorithms in Predicting Prolonged Mechanical Ventilation in Patients with Blunt Chest Trauma
Machine learning algorithms can predict PDMV in patients with BCT. Therefore, limited medical resources can be more appropriately allocated to BCT patients at risk for PDMV.
Authors
- Yifei Chen
- Xiaoning Lu
- Yang Bao (ORCID: https://orcid.org/0000-0002-0959-2140)
- Yong Li (ORCID: https://orcid.org/0000-0001-9256-6690)
- Bing Zhang (ORCID: https://orcid.org/0000-0002-9992-8348)
- Yuefei Zhang (ORCID: https://orcid.org/0000-0002-2684-7395)
Institutions
- Northern Jiangsu People's Hospital (CN)
- Yangzhou University (CN)
- Nanjing Medical University (CN)
Publication Details
- Journal
- Therapeutics and Clinical Risk Management
- Published
- 2024-09-01
- DOI
- https://doi.org/10.2147/tcrm.s482662
- Citations
- 2
- Primary Topic
- Trauma Management and Diagnosis
- Type
- article
- Field-Weighted Citation Impact
- 1.15
Funders
- Government of Jiangsu Province