Explainable machine learning for predicting mechanical ventilation in Alzheimer’s patients with pneumonia: a SHAP-guided XGBoost nomogram based on MIMIC-IV
X
Xuhui Liu
X
Xujie Wang
R
Rongfei Xie
Z
Zhaohui Liu
B
Biyun Wang
H
Honglin Zhai
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 16, Issue 1
Published
April 13, 2026
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (6)
X
Xuhui Liu
X
Xujie Wang
R
Rongfei Xie
Z
Zhaohui Liu
B
Biyun Wang
H
Honglin Zhai
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