Evaluation of anemia, malnutrition, mineral, and bone disorder for maintenance hemodialysis patients based on bioelectrical impedance vector analysis (BIVA).

Zhijian ZhangDaheng YinHanzhi ChenBin LiuXiaobin LiuWeiwei ShanJia HuaZhen QiYue ZhangQiuhua ZhangYong ChenLiang WangYa GuoZhuxing Sun

Published in: Clinical and experimental nephrology (2020)

The obtained correlations and SVM classification models imply that BIVA can be used as a preliminary tool to evaluate and classify the degree of anemia, malnutrition, fluid overload, and mineral and bone disorder (MBD) in MHD patients by reducing the number of SBTs.

Keyphrases

chronic kidney disease
end stage renal disease
bone mineral density
newly diagnosed
ejection fraction
body composition
machine learning
deep learning
soft tissue
prognostic factors
magnetic resonance imaging
bone loss
patient reported outcomes
bone regeneration