Improving chronic disease management for children with knowledge graphs and artificial intelligence
作者：
Highlights：
• A new chronic disease management system aimed at child patients is proposed.
• Knowledge graph-based information representation combined with artificial intelligence.
• The model provides the tools to automate many chronic care-related decisions.
• The proposed platform complies with and optimizes the execution of traditional Chronic Care Model.
• The model is illustrated using health care data from patients of a hospital in China.
摘要
•A new chronic disease management system aimed at child patients is proposed.•Knowledge graph-based information representation combined with artificial intelligence.•The model provides the tools to automate many chronic care-related decisions.•The proposed platform complies with and optimizes the execution of traditional Chronic Care Model.•The model is illustrated using health care data from patients of a hospital in China.
论文关键词：Chronic disease management,Artificial intelligence,Health care application,Big data,Machine learning
论文评审过程：Received 16 October 2020, Revised 20 December 2021, Accepted 27 March 2022, Available online 6 April 2022, Version of Record 19 April 2022.
论文官网地址：https://doi.org/10.1016/j.eswa.2022.117026
