A Malaria Analytics Framework to Support Evolution and Interoperability of Global Health Surveillance Systems

被引:16
作者
Brenas, Jon Hael [1 ]
Al-Manir, Mohammad Sadnan [2 ]
Baker, Christopher J. O. [2 ,3 ]
Shaban-Nejad, Arash [1 ]
机构
[1] Univ Tennessee, Ctr Biomed Informat, Dept Pediat, Hlth Sci Ctr,Oak Ridge Natl Lab, Memphis, TN 38103 USA
[2] Univ New Brunswick, Comp Sci Dept, St John, NB E2L 4L5, Canada
[3] IPSNP Comp Inc, St John, NB E2L 4S6, Canada
来源
IEEE ACCESS | 2017年 / 5卷
关键词
Interoperability; change management; malaria surveillance; graph transformation; web services; semantics; ONTOLOGY; LOGIC;
D O I
10.1109/ACCESS.2017.2761232
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Malaria is a leading cause of death in Africa. Many organizations, NGO's, and government agencies are collaborating to prevent, control, and eliminate malaria. In order to succeed in these shared goals, an integrated, consistent knowledge source to empower informed decision-making is required. Malaria surveillance is currently performed using dynamic, interconnected, systems which require rapid data exchange between different platforms. An important challenge these systems must overcome is the occurrence of dynamic changes in one or more interacting components, which can lead to inconsistencies and mismatches between components of the infrastructure. In this paper, we present our efforts toward the design and development of the semantic interoperability and evolution for malaria analytics platform, with the goal of improving data and semantic interoperability for dynamic malaria surveillance and to support the integration of data across multiple scales. The long term target is to deliver transparent and scalable tools for decision making for malaria elimination. Our analysis is focused on sentinel sites in selected African countries, including Uganda and Gabon.
引用
收藏
页码:21605 / 21619
页数:15
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