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Exploring new directions in disease surveillance for people with diabetes: Lessons learned and future plans

机译:探索患有糖尿病患者疾病监测的新方向:经验教训和未来计划

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The main objective of this paper is to report our achievements in investigating new directions in the disease surveillance field. Targeting the vulnerable group of people with diabetes, we explored the possibility of early detection of infections using an electronic disease surveillance system (eDSS); this system could collect data for certain physiology indicators, e.g. blood glucose and white blood cell count, by incorporating specific point-of-care (POC) devices. We performed an analysis using the data of two large-scale clinical studies that involved people with type-1 and type-2 diabetes correspondingly; also, we conducted a feasibility study to examine the available POC technology. Even though the analyses provided us with some evidence for further investigation, the available technological solutions appeared to have significant limitations, mainly in terms of usability. Based on our firsthand findings we defined the next steps of our research, i.e. the data collection in a controlled study and the subsequent development of the eDSS. Furthermore, the lessons learned in our project could facilitate the related research for other vulnerable population groups.
机译:本文的主要目标是报告我们在调查疾病监测领域的新方向方面的成就。针对患有糖尿病的弱势群体,我们探讨了使用电子疾病监测系统(EDSS)早期检测感染的可能性;该系统可以收集某些生理指标的数据,例如,通过掺入特定的护理点(POC)器件来血糖和白细胞计数。我们使用两个大规模临床研究的数据进行了分析,这些研究涉及1型型型糖尿病患者和2型糖尿病;此外,我们进行了可行性研究,以检查可用的POC技术。尽管分析为我们提供了进一步调查的一些证据,但可用的技术解决方案似乎具有显着的限制,主要是在可用性方面。根据我们的第一手发现,我们定义了我们研究的下一步,即受控研究中的数据收集和后续开发EDSS。此外,我们项目中学到的经验教训可以促进对其他弱势人口群体的相关研究。

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