A novel approach to dry weight adjustments for dialysis patients using machine learning.

Hae-Ri KimHong Jin BaeJae Wan JeonYoung Rok HamKi Ryang NaKang Wook LeeYun Kyong HyonDae-Eun Choi

Published in: PloS one (2021)

Machine learning made it slightly easier to predict DWCP based on DWBIS under limited conditions and gave better insights into predicting DWCP. Malnutrition-related factors and ECW were important in reflecting the differences between DWBIS and DWCP.

Keyphrases

end stage renal disease
chronic kidney disease
machine learning
peritoneal dialysis
newly diagnosed
body mass index
physical activity
weight loss
patient reported outcomes
deep learning
body weight