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An explainable supervised machine learning predictor of acute kidney injury after adult deceased donor liver transplantation
被引:0
|作者:
Yihan Zhang
Dong Yang
Zifeng Liu
Chaojin Chen
Mian Ge
Xiang Li
Tongsen Luo
Zhengdong Wu
Chenguang Shi
Bohan Wang
Xiaoshuai Huang
Xiaodong Zhang
Shaoli Zhou
Ziqing Hei
机构:
[1] The Third Affiliated Hospital of Sun Yat-Sen University,Department of Anesthesiology
[2] Guangzhou AID Cloud Technology Co.,Department of Clinical Data Center
[3] LTD,Department of Information
[4] The Third Affiliated Hospital of Sun Yat-Sen University,Department of Anesthesiology
[5] The Third Affiliated Hospital of Sun Yat-Sen University,undefined
[6] The Third Affiliated Hospital of Sun Yat-Sen University,undefined
[7] Yuedong Hospital,undefined
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关键词:
Kidney dysfunction;
Liver transplant;
SHapley Additive exPlaination methods;
SHAP value;
Gradient boosting machine;
Perioperative medicine;
Big data;
Artificial intelligence;
Prognostic predictor;
Clinical assisting tool;
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