Random Forest-Based Prediction of Acute Respiratory Distress Syndrome in Patients Undergoing Cardiac Surgery.

Wei Wang, Lina Li,Hongjun Gu, Yanqing Chen, Yumei Zhen, Zhaorui Dong

The heart surgery forum（2022）

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摘要

Our findings suggest that machine learning algorithm is highly effective in predicting ARDS in patients undergoing cardiac surgery. The successful application of the generated random forest may guide clinical decision-making and aid in improving the long-term prognosis of patients.

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