Concepedia

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

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

Computer Methods and Programs in Biomedicine · 2020 · 167 citations · 22 references

DOI

Concepts

References

22

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

KDOQI Clinical Practice Guidelines and Clinical Practice Recommendations for Diabetes and Chronic Kidney Disease

American Journal of Kidney Diseases · 2007 · 1.8K citations · Full text

, , +16

K/DOQI Clinical Practice Guidelines for Cardiovascular Disease in Dialysis Patients

American Journal of Kidney Diseases · 2005 · 1.4K citations

, , +16

Fluid Retention Is Associated With Cardiovascular Mortality in Patients Undergoing Long-Term Hemodialysis

Kamyar Kalantar‐Zadeh, Deborah L. Regidor, Csaba P. Kövesdy et al. · Circulation · 2009 · 537 citations · Full text

, , +17

Rapid fluid removal during dialysis is associated with cardiovascular morbidity and mortality

Jennifer E. Flythe, Stephen E. Kimmel, Steven M. Brunelli · Kidney International · 2010 · 506 citations · Full text

, , +13