Outcomes and practice patterns with hemodiafiltration in Shanghai: a longitudinal cohort study.

Weiming ZhangChanglin MeiNan ChenXiaoqiang DingZhaohui NiChuanming HaoJinghong ZhangJinyuan ZhangNiansong WangGengru JiangZhiyong GuoChen YuYueyi DengHaiming LiQiang YaoMark R MarshallMartin J WolleyJiaqi Qian

Published in: BMC nephrology (2019)

Our study has certain limitations resulting from the limited number of co-variates available for modelling, missing data for some co-variates, and the lack of verification of data against source documentation. Notwithstanding, there is evidence of clinical benefit from HDF in China, and potential to improve patient outcomes through the greater removal of middle and larger uremic solutes.

Keyphrases

electronic health record
big data
machine learning
type diabetes
risk assessment
data analysis
metabolic syndrome
artificial intelligence