Survey on FPGAs in Medical Radiology Applications: Challenges, Architectures and Programming Models

Daniele Passaretti, J. Joseph, Thilo Pionteck
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引用次数: 5

Abstract

This paper provides a survey on hardware architectures and programming models for FPGAs in medical radiology applications. This area imposes many challenging constraints on the underlying hardware platform that can be solved best by FPGAs: hard real-time, low latency inter-device communication, safety, huge data volume, and on-the-fly image processing tasks. We consider these aspects from the application as well as from the FPGA design perspective and provide a definition and classification of the most relevant challenges, trends, and requirements. Therefore, we analyse different application scenarios ranging from basic Computed Tomography (CT) to modern Interventional Radiology systems. The main focus of our work lies on CT appliances. Finally, we discuss trends of architectures solutions and programming models in these complex systems. By means of this systematic literature survey, we derive an architectural model from real-time, patient and application constraints for hardware design and system engineering tasks.
fpga在医学放射学应用的调查:挑战、架构和编程模型
本文综述了fpga在医学放射学应用中的硬件结构和编程模型。这一领域对底层硬件平台施加了许多具有挑战性的限制,fpga可以最好地解决这些限制:硬实时、低延迟设备间通信、安全性、大数据量和动态图像处理任务。我们从应用和FPGA设计的角度考虑这些方面,并对最相关的挑战、趋势和要求进行定义和分类。因此,我们分析了不同的应用场景,从基本的计算机断层扫描(CT)到现代介入放射系统。我们的主要工作重点是CT设备。最后,我们讨论了这些复杂系统的架构解决方案和编程模型的发展趋势。通过系统的文献调查,我们从硬件设计和系统工程任务的实时、耐心和应用约束中推导出一个架构模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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