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Tree-based Ensemble Machine Learning Models in the Prediction of Acute Respiratory Distress Syndrome Following Cardiac Surgery: a Multicenter Cohort Study

Hang Zhang,Dewei Qian,Xiaomiao Zhang, Peize Meng,Weiran Huang,Tongtong Gu,Yongliang Fan, Yi Zhang, Yuchen Wang,Min Yu,Zhongxiang Yuan,Xin Chen, Qingnan Zhao,Zheng Ruan

Journal of Translational Medicine（2024）

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Key words
Acute respiratory distress syndrome,Cardiac surgery,Machine learning,Prediction model,SHAP value
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