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Data analytics for my diabetes coach

我的糖尿病教练的数据分析

基本信息

批准号：
520477-2017
负责人：
Ibnkahla, Mohamed
金额：
$ 1.82万
依托单位：
Carleton University
依托单位国家：
加拿大
项目类别：
Engage Grants Program
财政年份：
2017
资助国家：
加拿大
起止时间：
2017-01-01 至 2018-12-31
项目状态：
已结题

来源：
https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=640098
关键词：
Data analytics my diabetes coach

项目摘要

Macadamian has developed a micro services-based IoT accelerator platform called Hive. To demonstrate itspotential in accelerating connected healthcare solutions, the company has embarked on the development of aconcept called My Diabetes Coach in collaboration with the Children's Hospital of Eastern Ontario (CHEO).My Diabetes Coach is a novel solution to help youth with type 2 diabetes cope with and better manage theirdisease through a companion mobile application and patient portal for access by their parents and clinicians.Diet, physical activity, sleep, stress, weight management, and medication adherence all play an important rolein mitigating the impacts of the disease but these can be daunting to manage for those living with diabetes, andoften more so in a youth or young adults.In light of the above, My Diabetes Coach aims at assisting patients to manage their blood glucose withinspecified target ranges. To this end, it is required to add smartness to the decision-making process byimplementing powerful data analytics tools. This project targets the development of data analytics algorithmsin order to provide real-time decisions according to the patients' needs and healthcare provider's requirements.This project will provide Macadamian with the opportunity to integrate effective data analytics tools into theirplatform to improve patient insights, engagement, and recommendations from their connected health solutionsbuilt on the Hive platform.

Macadamian开发了一个基于微服务的物联网加速器平台，名为Hive。为了证明它在加速互联医疗解决方案方面的潜力，该公司已着手与东安大略儿童医院（CHEO）合作开发名为My Diabetes Coach的概念。My Diabetes Coach是一种新颖的解决方案，通过配套的移动的应用程序和患者门户网站，帮助患有2型糖尿病的青少年科普和更好地管理他们的疾病，供他们的父母和临床医生访问。身体活动、睡眠、压力、体重管理和药物依从性都在减轻疾病的影响方面发挥着重要作用，但这些对于糖尿病患者来说可能是令人生畏的管理，尤其是在年轻人或年轻人中。鉴于上述情况，我的糖尿病教练旨在帮助患者将血糖控制在指定的目标范围内。为此，需要通过实施强大的数据分析工具来增加决策过程的智能性。该项目旨在开发数据分析算法，以便根据患者的需求和医疗保健提供商的要求提供实时决策。该项目将为Macadamian提供将有效的数据分析工具集成到其平台中的机会，以改善患者的洞察力，参与度和建议，并通过基于Hive平台构建的连接健康解决方案。