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

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

Aim: With the improvement in people's living standards, the incidence of chronic renal failure (CRF) is increasing annually. The increase in the number of patients with CRF has significantly increased pressure on China's medical budget. Predicting hospitalization expenses for CRF can provi...

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Bibliographic Details
Main Authors: Pingping Dai, Weifu Chang, Zirui Xin, Haiwei Cheng, Wei Ouyang, Aijing Luo
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Public Health
Subjects:
random forest
LASSO regression
chronic renal failure
hospitalization costs
influencing factors
prediction
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2021.678276/full

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https://www.frontiersin.org/articles/10.3389/fpubh.2021.678276/full

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