生物医学功能成像中的信息技术

D. Feng
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引用次数: 1

摘要

随着计算机技术的飞速发展,生物医学功能成像对医疗保健的影响越来越大。功能成像使我们能够定量地看到活人体内的动态过程。然而,由于我们需要处理四维时变图像,对空间的要求和计算复杂度都非常高。这使得信息管理和沟通变得困难。用最少的数据量来表示需要的信息,开发快速的算法来处理数据,组织数据以便于信息管理,从记录的数据中提取最多的有用信息,已成为生物医学信息技术的重要研究任务。在过去的十年中,生物医学和多媒体信息技术(EMIT)小组对这些主题进行了系统的研究。本文报道了在功能成像数据采集、压缩、存储、管理、处理、建模和仿真等方面的一些研究成果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Information technology in biomedical functional imaging
In parallel with rapid advances in computer technology, biomedical functional imaging is impacting to an ever increasing extent on healthcare. Functional imaging allows us to see dynamic processes quantitatively in the living human body. However, as we need to deal with 4 dimensional time varying images, space requirements and computational complexity are extremely high. This makes information management and communication difficult. Using the minimum amount of data to represent the required information, developing fast algorithms to process the data, organizing the data in such a way to facilitate information management, and extracting the maximum amount of useful information from the recorded data, have become important research tasks in biomedical information technology. For the last 10 years, the Biomedical and Multimedia Information Technology (EMIT) Group has conducted systematic studies on these topics. Some of the results relating to functional imaging data acquisition, compression, storage, management, processing, modeling and simulation, are reported.
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