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Providing Malaria Analytics as a Service

机译:提供疟疾分析作为服务

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摘要

Malaria is still a worrying disease worldwide, being responsible for around 219 million cases reported in 2017 and around 435,000 deaths a year. The consensus among researchers, governmental bodies and health professionals is that many countries have relapsed their investments and surveillance actions after a few years of apparent disease reduction. Brazil is within such countries and, consequently, is presenting a constant increase in the number of reported cases since 2016 (more than 20% a year). Given this context, the National Malaria Control Program (NMCP) promotes several actions to redirect the country towards the malaria elimination path. Among such actions, the improvement of the surveillance ecosystem is considered crucial to allow efficacy of control actions, including vector control as well as early diagnosis and prompt treatment. In this paper, we present our efforts in designing a visual mining tool allowing descriptive and predictive analytics over an integrated database comprising malaria surveillance data, climate and vector control data. This tool has been used as a "data service" by NMCP and partner researchers for validation purposes. So far, our results have demonstrated that surveillance and combat actions can be highly improved by using this tool.
机译:疟疾仍然是全世界令人担忧的疾病,负责约为2017年报告的约21900万个案件,每年约有435,000人死亡。研究人员,政府机构和卫生专业人士之间的共识是,许多国家在几年明显减少后复发了他们的投资和监测行动。巴西在这些国家范围内,因此,自2016年以来的报告案件数量不断增加(每年超过20%)。鉴于这一背景,国家疟疾控制计划(NMCP)促进了几项行动,以将该国重定向到疟疾消除路径。在这些行动中,监测生态系统的改善被认为是至关重要的,以允许控制作用的疗效,包括载体控制以及早期诊断和及时治疗。在本文中,我们展示了设计视觉挖掘工具,允许在包含疟疾监控数据,气候和矢量控制数据的集成数据库上描述和预测分析。此工具已被NMCP和合作伙伴研究人员用作“数据服务”,用于验证目的。到目前为止,我们的结果表明,通过使用此工具,可以高度改善监测和战斗行动。

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