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Using a Novel Machine-Learning Algorithm As an Auxiliary Approach to Predict the Transfusion Volume in Mitral Valve Surgery

Ruirui Sang, Qianyi Wu,Shun Liu, Kai Wu, Yining Nie,Xingqiu Xia,He Ren,Mi Jiang,Guowei Tu,Ruiming Rong,Lai Wei, Rong Zhou

The Heart Surgery Forum（2024）

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Key words
CatBoost,machine learning algorithms,perioperative management in cardiac surgery,transfusion volume
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