Retrospective Study on the Influencing Factors and Prediction of Hospitalization Expenses for Chronic Renal Failure in China Based on Random Forest and LASSO Regression

Frontiers in Public Health

Haiwei Cheng¹  Weifu Chang²  Pingping Dai³  Zirui Xin³  Wei Ouyang³  Aijing Luo⁴ 

[1] Department of Sociology, Central South University, Changsha, China;Key Laboratory of Medical Information Research, Third Xiangya Hospital, Central South University, Changsha, China;Key Laboratory of Medical Information Research, Third Xiangya Hospital, Central South University, Changsha, China;Department of Medical Information, School of Life Science, Central South University, Changsha, China;Second Xiangya Hospital, Central South University, Changsha, China;

关键词: random forest;    LASSO regression;    chronic renal failure;    hospitalization costs;    influencing factors;    prediction;   

DOI  :  10.3389/fpubh.2021.678276

来源: Frontiers

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