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基于网络的交互式 2D/3D 医学图像处理和可视化软件。

Web-based interactive 2D/3D medical image processing and visualization software.

机构信息

Control and Intelligent Processing Center of Excellence, School of Electrical and Computer Engineering, University of Tehran, Tehran, Iran.

出版信息

Comput Methods Programs Biomed. 2010 May;98(2):172-82. doi: 10.1016/j.cmpb.2009.11.012.

Abstract

There are many medical image processing software tools available for research and diagnosis purposes. However, most of these tools are available only as local applications. This limits the accessibility of the software to a specific machine, and thus the data and processing power of that application are not available to other workstations. Further, there are operating system and processing power limitations which prevent such applications from running on every type of workstation. By developing web-based tools, it is possible for users to access the medical image processing functionalities wherever the internet is available. In this paper, we introduce a pure web-based, interactive, extendable, 2D and 3D medical image processing and visualization application that requires no client installation. Our software uses a four-layered design consisting of an algorithm layer, web-user-interface layer, server communication layer, and wrapper layer. To compete with extendibility of the current local medical image processing software, each layer is highly independent of other layers. A wide range of medical image preprocessing, registration, and segmentation methods are implemented using open source libraries. Desktop-like user interaction is provided by using AJAX technology in the web-user-interface. For the visualization functionality of the software, the VRML standard is used to provide 3D features over the web. Integration of these technologies has allowed implementation of our purely web-based software with high functionality without requiring powerful computational resources in the client side. The user-interface is designed such that the users can select appropriate parameters for practical research and clinical studies.

摘要

有许多医学图像处理软件工具可用于研究和诊断目的。然而,这些工具大多数仅作为本地应用程序提供。这限制了软件在特定机器上的可访问性,因此该应用程序的数据和处理能力无法在其他工作站上使用。此外,操作系统和处理能力的限制使得这些应用程序无法在每种类型的工作站上运行。通过开发基于网络的工具,用户可以在有互联网的任何地方访问医学图像处理功能。在本文中,我们介绍了一种纯基于网络的、交互式的、可扩展的 2D 和 3D 医学图像处理和可视化应用程序,无需客户端安装。我们的软件使用四层设计,包括算法层、网络用户界面层、服务器通信层和包装器层。为了与当前本地医学图像处理软件的可扩展性竞争,每个层都高度独立于其他层。使用开源库实现了广泛的医学图像预处理、配准和分割方法。通过在网络用户界面中使用 AJAX 技术,提供类似于桌面的用户交互。对于软件的可视化功能,使用 VRML 标准在网络上提供 3D 功能。这些技术的集成允许我们实现纯基于网络的软件,具有高度的功能,而无需在客户端使用强大的计算资源。用户界面的设计使得用户可以为实际研究和临床研究选择适当的参数。

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