Open access
Jul 2026
Construction and validation of a tracheostomy prediction model in mechanically ventilated stroke patients and the impact of early versus late tracheostomy on clinical outcomes: an IPTW-based analysis
The nomogram developed in this study demonstrated good performance in predicting the risk of tracheostomy in mechanically ventilated stroke patients and enabled individualized real-time risk assessment via a web-based tool.
Miaoxinhui Shao, Wenjie Pan, Yan-Xin Liu et al.
· Frontiers in Neurology · 0 citations