Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression and ensemble method-Reference-Cited by-同舟云学术

Predictive modeling of blood pressure during hemodialysis: a comparison of linear model, random forest, support vector regression, XGBoost, LASSO regression and ensemble method

Published:2020-10 Issue: Volume:195 Page:105536
ISSN:0169-2607
Container-title:Computer Methods and Programs in Biomedicine
language:en
Short-container-title:Computer Methods and Programs in Biomedicine

Author:

Huang Jiun-Chi,Tsai Yi-Chun,Wu Pei-Yu,Lien Yu-Hui,Chien Chih-Yi,Kuo Chih-Feng,Hung Jeng-Fung,Chen Szu-Chia,Kuo Chao-Hung

Funder

Kaohsiung Medical University

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications,Software

Reference35 articles.

1. Incremental haemodialysis;Wong;Nephrol. Dial. Transplant,2015

2. Association of mortality risk with various definitions of intradialytic hypotension;Flythe;J. Am. Soc. Nephrol.,2015

3. Measuring intradialytic hypotension to improve quality of care;Daugirdas;J. Am. Soc. Nephrol.,2015

4. EBPG guideline on haemodynamic instability;Kooman;Nephrol. Dial. Transplant,2007

5. K/DOQI clinical practice guidelines for cardiovascular disease in dialysis patients;Workgroup;Am. J. Kidney Dis.,2005

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