过敏症地图:一个混合移动健康移动人群传感系统过敏性疾病流行病学:多学科案例研究

L. Kalogiros, K. Lagouvardos, S. Nikoletseas, Nikos Papadopoulos, Pantelis Tzamalis
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引用次数: 23

摘要

基于其对物理世界的大规模、无所不在的感知能力以及与用户的直接交互,移动人群感知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,一个移动健康移动众感系统,旨在解决过敏性疾病管理的几个方面,如过敏原季节发作的识别,患者分层,过敏控制和监测治疗进展。来自用户的主观数据输入,以及来自固定站点的客观环境数据,被插入到系统中(以隐私意识的方式)进行进一步的处理和分析,并最终以不同的空间地图导出数据可视化。设想的系统试图以一种新颖的方式结合混合架构来分析和可视化过敏原和刺激物的发作,以及增加患者分层治疗的新方法。此外,还实现了一些额外的功能,以激励用户成为Allergymap社区的成员,并增强其潜力。该系统目前在希腊的一个多学科案例研究中得到部署和验证,但其普遍性足以在任何地区使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Allergymap: A Hybrid mHealth Mobile Crowdsensing System for Allergic Diseases Epidemiology : a multidisciplinary case study
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.
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