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A New Electronic Colon Cleansing Method for Virtual Colonoscopy

机译:虚拟结肠镜检查的一种新的电子结肠清洗方法

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摘要

Virtual colonoscopy has been developed as a non-invasive, safe, and low-cost method to evaluate colon polyps. Implementation and efficiency of virtual colonoscopy requires rigorous cleansing of colon prior to the examination. Electronic colon cleansing is a new technology that virtually clean stool residues tagged with contrast agents from the obtained computed tomography (CT) images. From our previous studies on electronic colon cleansing, we found that residual stool and fluid are often problematic for optimal viewing of colon. In this paper, we focus on developing a model-based approach to correct both non-uniformity and partial volume effects appearing in regions of bone and tagged stool residues. A statistical method for maximum a posterior probability (MAP) was developed to identify and virtually clean the tagged stool residuals. In calculating the solution, the well-known expectation maximization (EM) algorithm is employed. Experimental results of electronic colon cleansing are promising.
机译:虚拟结肠镜已被开发为评估结肠息肉的一种非侵入性,安全且低成本的方法。虚拟结肠镜检查的实施和效率需要在检查前严格清洗结肠。电子结肠清洗是一项新技术,实际上可以从获得的计算机断层扫描(CT)图像中清洗用造影剂标记的粪便残留物。从我们先前对结肠电子清洁的研究中,我们发现残留的粪便和体液对于优化结肠的观察通常是有问题的。在本文中,我们致力于开发一种基于模型的方法,以纠正出现在骨骼和标记粪便残留区域中的不均匀性和部分体积效应。开发了一种最大后验概率(MAP)的统计方法,以识别和虚拟清除标记的粪便残留物。在计算解决方案时,采用了众所周知的期望最大化(EM)算法。电子结肠清洗的实验结果很有希望。

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