投影(关系代数)
计算机视觉
计算机科学
扫描仪
人工智能
翻译(生物学)
迭代重建
加权
图像质量
噪音(视频)
卷积(计算机科学)
数据集
数据采集
医学影像学
图像分辨率
图像(数学)
算法
医学
放射科
生物化学
化学
信使核糖核酸
人工神经网络
基因
操作系统
作者
Carl R. Crawford,Kevin F. King
摘要
This paper deals with methods of reducing the total time required to acquire the projection data for a set of contiguous computed tomography (CT) images. Normally during the acquisition of a set of slices, the patient is held stationary during data collection and translated to the next axial location during an interscan delay. We demonstrate using computer simulations and scans of volunteers on a modified scanner how acceptable image quality is achieved if the patient translation time is overlapped with data acquisition. If the concurrent patient translation is ignored, structured artifacts significantly degrade resulting reconstructions. We present a number of weighting schemes for use with the conventional convolution/backprojection algorithm to reduce the structured artifacts through the use of projection modulation using the data from individual and multiple slices. We compare the methods with respect to structured artifacts, noise, resolution and to patient motion. Review of preliminary results by a panel of radiologists indicates that the residual image degradation is tolerable for selected applications when it is critical to acquire more slices in a patient breathing cycle than is possible with conventional scanning.
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