Systematic map and review of predictive techniques in diabetes self-management
作者：
Highlights：
• Systematic map and review on the use of predictive techniques in diabetes self ma agement.
• 38 selected studies were analyzed considering six map and review questions.
• This subject had a rising interest in the last decade especially for diabetes type I.
• Blood glucose prediction was the most investigated task and Artificial Neural Networks were the most used technique.
• ANNs and autoregressive models provided the highest accuracy.
摘要
•Systematic map and review on the use of predictive techniques in diabetes self ma agement.•38 selected studies were analyzed considering six map and review questions.•This subject had a rising interest in the last decade especially for diabetes type I.•Blood glucose prediction was the most investigated task and Artificial Neural Networks were the most used technique.•ANNs and autoregressive models provided the highest accuracy.
论文关键词：Systematic map,Systematic literature review,Data mining,Predictive techniques,Diabetes,Self-management
论文评审过程：Received 4 May 2018, Revised 16 September 2018, Accepted 20 September 2018, Available online 10 October 2018, Version of Record 20 March 2019.
论文官网地址：https://doi.org/10.1016/j.ijinfomgt.2018.09.011
