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Allergymap: A Hybrid mHealth Mobile Crowdsensing System for Allergic Diseases Epidemiology : a multidisciplinary case study

机译:过敏图:用于过敏性疾病流行病学的混合型mHealth移动人群感知系统:多学科案例研究

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Based on its large-scale, ubiquitous sensing ability of the physical world and its direct interaction with users, Mobile Crowd Sensing can be used for public health monitoring and improvement of the quality of life of patients. This paper presents Allergymap, a mHealth mobile crowdsensing system that aims to address several aspects of management of allergic diseases, like identification of allergens season onsets, patient stratification, control of allergy and monitoring treatment progress. Subjective data inputs from users, as well as objective environmental data from fixed stations, are inserted into the system (in a privacy-aware manner) for further processing and analysis, and finally exporting data visualization in distinct spatial maps The envisioned system attempts in a novel way to combine a hybrid architecture for analysis and visualization of allergens and irritants onsets, as well as new methods for increasing patient’s stratification to treatment. Also, some additional features are implemented for motivating users to become members of Allergymap community and enhance its potential. The system is currently deployed and validated in a multidisciplinary case study for Greece but is general enough to be used in any region.
机译:基于其在现实世界中的大规模,无处不在的感应能力以及与用户的直接交互,移动人群感应可以用于公共健康监测和改善患者的生活质量。本文介绍了Allergymap,这是一种mHealth移动人群感知系统,旨在解决过敏性疾病管理的多个方面,例如识别过敏原的季节发作,患者分层,过敏控制和监测治疗进度。来自用户的主观数据输入以及来自固定站的客观环境数据(以感知隐私的方式)被插入到系统中以进行进一步的处理和分析,最后将数据可视化导出到不同的空间图中。结合混合体系结构以分析和可视化过敏原和刺激物发作的新颖方法,以及增加患者对治疗的分层的新方法。此外,还实施了一些其他功能,以激励用户成为过敏地图社区的成员并增强其潜力。目前,该系统已在针对希腊的多学科案例研究中进行了部署和验证,但通用性足以在任何地区使用。

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