Real-Time Simulation of Radiological Images Using CUDA Technology

Elena Gianaria, E. Gallio
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引用次数: 1

Abstract

Radiography is nowadays a common medical exam, used for diagnosing several diseases, but has the disadvantage of exposing people to a dose of radiation. For this reason, it is important to study methods for reducing such dose. In this paper we present a digital X-ray simulation tool that simulates a radiological exam on a virtual patient. The software builds a physically-realistic radiography in real-time thanks to GPGPU programming and CUDA technology. It aims to be used in radiological departments, for testing new dose reduction procedures and training health operators. We validated the software comparing the results with real radiographic images, and we tested it on different graphic cards obtaining running times that are 35 to 250 times faster than the corresponding CPU implementation.
利用CUDA技术实时模拟放射图像
放射照相术现在是一种常见的医学检查,用于诊断几种疾病,但其缺点是使人暴露在一定剂量的辐射下。因此,研究降低这一剂量的方法是很重要的。在本文中,我们提出了一个数字x射线模拟工具,模拟一个虚拟病人的放射检查。由于GPGPU编程和CUDA技术,该软件可以实时构建物理逼真的射线图。它旨在用于放射科,用于测试新的剂量减少程序和培训卫生操作员。我们将结果与真实的射线成像图像进行比较,验证了软件,并在不同的显卡上进行了测试,获得的运行时间比相应的CPU实现快35到250倍。
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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