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

Dai, Pingping; Chang, Weifu; Xin, Zirui; Cheng, Haiwei; Ouyang, Wei; Luo, Aijing

Dai, Pingping; Chang, Weifu; Xin, Zirui; Cheng, Haiwei; Ouyang, Wei; Luo, Aijing.

Afiliação

Dai P; Key Laboratory of Medical Information Research, Third Xiangya Hospital, Central South University, Changsha, China.
Chang W; Department of Medical Information, School of Life Science, Central South University, Changsha, China.
Xin Z; Key Laboratory of Medical Information Research, Third Xiangya Hospital, Central South University, Changsha, China.
Cheng H; Key Laboratory of Medical Information Research, Third Xiangya Hospital, Central South University, Changsha, China.
Ouyang W; Department of Medical Information, School of Life Science, Central South University, Changsha, China.
Luo A; Department of Sociology, Central South University, Changsha, China.

Front Public Health ; 9: 678276, 2021.

Article em En | MEDLINE | ID: mdl-34211956

Assuntos

Hospitalização; Falência Renal Crônica; China/epidemiologia; Humanos; Pacientes Internados; Falência Renal Crônica/epidemiologia; Estudos Retrospectivos

Palavras-chave

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

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Temas: ECOS / Financiamentos_gastos Bases de dados: MEDLINE Assunto principal: Hospitalização / Falência Renal Crônica Tipo de estudo: Guideline / Health_economic_evaluation / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans País/Região como assunto: Asia Idioma: En Revista: Front Public Health Ano de publicação: 2021 Tipo de documento: Article País de afiliação: China

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google