A simple method for recommending specialized specifications for diabetes monitoring

作者：

Highlights：

• Glycemic behavior in healthy individuals is used as a monitoring specification.

• The specification is customized to each diabetic patient.

• Decision trees characterized subjects with different glycemic behaviors.

• Insulin treated patients show larger glycemic variability than healthy subjects.

摘要

•Glycemic behavior in healthy individuals is used as a monitoring specification.•The specification is customized to each diabetic patient.•Decision trees characterized subjects with different glycemic behaviors.•Insulin treated patients show larger glycemic variability than healthy subjects.

论文关键词：Cold-start recommendation,Glycemic control,Monitoring specification,Machine learning

论文评审过程：Received 2 March 2017, Revised 15 August 2017, Accepted 9 September 2017, Available online 11 September 2017, Version of Record 15 September 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.09.019