Validation of an algorithm to evaluate the appropriateness of outpatient antibiotic prescribing using big data of Chinese diagnosis text.

Hou-Yu ZhaoJiaming BianLi WeiLiuyi LiYingqiu YingZeyu ZhangXiaoying YaoLin ZhuoBin CaoMei ZhangSiyan Zhan

Published in: BMJ open (2020)

The RE-based classification algorithm in the context of Chinese free text had sufficiently high validity for further evaluating the appropriateness of outpatient antibiotic prescribing.

Keyphrases

big data
machine learning
artificial intelligence
deep learning
primary care
smoking cessation
adverse drug
emergency department
electronic health record