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SP-MIOV: A novel framework of shadow proxy based medical image online visualization in computing and storage resource restrained environments

机译:SP-MIOV:一种在计算和存储资源受限的环境中基于影子代理的医学图像在线可视化的新颖框架

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摘要

The rapid development of Internet and various mobile communication media initiate the demands for access to medical image visualization systems. Medical image reading and interpretation at any time, any place and any device become an urgent need for radiologists. The current medical image online visualization methods have disadvantages in computing and storage resource restrained environments. This study presents a novel framework of medical image online visualization based on shadow proxy, which makes applications have across platform ability and universal environmental adaptability especial for devices with restricted running resources. The framework can be adapted in multiple client architectures including the pure web applications, mobile applications or regular desktop applications. It is easy to be integrated into third party software and there are no restrictions of the communication protocols between the client and server side due to two innovations of the framework that are shadow proxy mechanism and shadow data. The shadow proxy just does lightweight tasks on shadow data and the ultimate processing of computing tasks are moved to the server side to complete. The size of shadow data is small enough for shadow proxy that speeds up local display and processing tasks. Finally, the framework takes advantage of high performance on server side to render high quality image results. The performance of proposed work is evaluated in a web based medical image visualization system, and the results show that the framework in this paper allows the system to have smooth and quasi-real-time interaction performance. Therefore, this study ensures the local client operations fluency and fast while the quality of the visualization is still not lost that gives the best user experience.
机译:互联网和各种移动通信媒体的迅速发展引发了对访问医学图像可视化系统的需求。在任何时间,任何地点和任何设备上进行医学图像读取和解释已成为放射科医生的迫切需求。当前的医学图像在线可视化方法在计算和存储资源受限的环境中具有缺点。这项研究提出了一种基于阴影代理的医学图像在线可视化的新框架,该框架使应用程序具有跨平台能力和通用的环境适应性,特别是对于运行资源有限的设备。该框架可以适应多种客户端体系结构,包括纯Web应用程序,移动应用程序或常规桌面应用程序。它很容易集成到第三方软件中,并且由于影子代理机制和影子数据的框架的两项创新,因此客户端和服务器端之间的通信协议没有任何限制。影子代理仅对影子数据执行轻量级任务,计算任务的最终处理将移至服务器端以完成。影子数据的大小足够小以用于影子代理,从而可以加快本地显示和处理任务。最后,该框架利用服务器端的高性能来渲染高质量的图像结果。在基于Web的医学图像可视化系统中评估了拟议工作的性能,结果表明,本文的框架使该系统具有平稳,准实时的交互性能。因此,这项研究可确保本地客户的操作流畅且快速,而可视化的质量仍不失,可以提供最佳的用户体验。

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