Author

Meng-Xue Hou

2 papers indexed here

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Open access Aug 2026

Physiological comparison of high-flow oxygen via endotracheal tube and T-piece strategies during spontaneous breathing trials: a randomized crossover study

The optimal spontaneous breathing trial (SBT) strategy remains uncertain because commonly used approaches involve distinct physiological trade-offs. Pressure support ventilation (PSV) may reduce inspiratory effort, whereas T-piece trials more closely approximate unsupported breathing after extubation. Neither approach...

Shan-Shan Xu, Rui-Zhi Zhang, Jun-Tong Liu et al. · Critical Care · 1 citation · ⚡1

Sep 2026

Interpretable Machine Learning for In-Hospital Mortality Prediction in Patients With Diabetes and ARDS: Development and External Validation.

Logistic Regression showed potential as an interpretable early ICU risk-stratification tool and externally validated machine learning models for in-hospital mortality prediction in patients with diabetes and ARDS.

Ya-Lin Dong, Meng-Xue Hou, Qian-Qian Wang et al. · Shock · 0 citations