论文标题

医疗保健中的语义网络:应用,研究差距和未来研究途径的系统文献综述

Semantic Web in Healthcare: A Systematic Literature Review of Application, Research Gap, and Future Research Avenues

论文作者

Haque, A. K. M. Bahalul, Arifuzzaman, B. M., Siddik, Sayed Abu Noman, Kalam, Abul, Shahjahan, Tabassum Sadia, Saleena, T. S., Alam, Morshed, Islam, Md. Rabiul, Ahmmed, Foyez, Hossain, 5and Md. Jamal

论文摘要

如今,由于数字保健技术的快速发展,医疗保健已成为最大,最快的行业之一。增强医疗服务的基本措施是通信和联系大量可用的医疗保健数据。但是,实现这一雄心勃勃的目标的主要挑战是让信息交流跨异构来源和方法以及建立有效的工具和技术。语义网(SW)技术可以帮助解决这些问题。他们可以增强知识交换,信息管理,数据互操作性以及医疗保健系统中的决策支持。它们还可以用于创建各种电子保健系统,以帮助医生做出决策,并为患者提供重要的医疗信息和自动化医院服务。这项有关医疗保健系统中SW的系统文献综述(SLR)旨在评估和批评先前的发现,同时遵守适当的研究程序。我们查看了65篇论文,并提出了五个主题:电子服务,疾病,信息管理,边境技术和监管条件。在每个主题研究领域,我们介绍了先前文献的贡献。我们通过回答五个特定的研究问题来强调该主题。我们通过确定研究差距并建立未来的研究目标来完成SLR研究,这将有助于最大程度地减少在医疗保健系统中采用SW的困难,并为基于SW的医疗系统进步提供新方法。

Today, healthcare has become one of the largest and most fast-paced industries due to the rapid development of digital healthcare technologies. The fundamental thing to enhance healthcare services is communicating and linking massive volumes of available healthcare data. However, the key challenge in reaching this ambitious goal is letting the information exchange across heterogeneous sources and methods as well as establishing efficient tools and techniques. Semantic Web (SW) technology can help to tackle these problems. They can enhance knowledge exchange, information management, data interoperability, and decision support in healthcare systems. They can also be utilized to create various e-healthcare systems that aid medical practitioners in making decisions and provide patients with crucial medical information and automated hospital services. This systematic literature review (SLR) on SW in healthcare systems aims to assess and critique previous findings while adhering to appropriate research procedures. We looked at 65 papers and came up with five themes: e-service, disease, information management, frontier technology, and regulatory conditions. In each thematic research area, we presented the contributions of previous literature. We emphasized the topic by responding to five specific research questions. We have finished the SLR study by identifying research gaps and establishing future research goals that will help to minimize the difficulty of adopting SW in healthcare systems and provide new approaches for SW-based medical systems progress.

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