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A New Electronic Colon Cleansing Method for Virtual Colonoscopy

机译:一种用于虚拟结肠镜检查的新型电子结肠清洁方法

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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:虚拟结肠镜检查已成为评估结肠息肉的非侵入性,安全和低成本的方法。虚拟结肠镜检查的实施和效率需要在检查之前严格清洁结肠。电子结肠清洁是一种新技术,几乎清洁尺码的尺寸与所获得的计算机断层扫描(CT)图像标记的尺寸。从我们以前的电子结肠清洁研究中,我们发现残留的粪便和流体通常是有问题的,以获得结肠的最佳观察。在本文中,我们专注于开发基于模型的方法来纠正骨骼区域中出现的非均匀性和部分体积效应。开发了一种最大后概率(MAP)的统计方法以识别和几乎清洁标记的大便残差。在计算解决方案时,采用了众所周知的期望最大化(EM)算法。电子结肠清洁的实验结果很有前景。

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