Methods for combining continuously measured glucose and activity data in people with Type 2 diabetes: Challenges and solutions:

Journal of Rehabilitation and Assistive Technologies Engineering

Kathryn AMcMillan¹ 

关键词: Mobile technology;    diabetes;    continuous measurement;    glucose;    sedentary behaviour;    physical activity;   

DOI  :  10.1177/2055668318782805

学科分类：工程和技术（综合）

来源: Sage Journals

【 摘 要 】

AimsTo present the novel application of combining continuously measured glucose with continuous accelerometer measured physical activity and sedentary behaviour data and discusses the principles used and challenges faced in combining and analysing these two sets of data in the context of diabetes management.MethodsThe background and rationale for exploring glucose, physical activity and sedentary behaviour in people with Type 2 diabetes is presented, the paper outlines the technologies used, the individual data extraction and finally the combined data analysis. A case study approach is used to illustrate the application of the combined data processing and analysis.ResultsThe data analytic principles used could be transferred to different conditions where continuous data sets are being combined to help individuals or health professionals better manage and care for people with long term conditions.ConclusionsFuture work should focus on generating validated techniques to visualise combined data sets and expl...

【 授权许可】

CC BY