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曝光参数和迭代重建对MDCT气道自动分割及分析的影响——一项离体模型研究

Influence of exposure parameters and iterative reconstruction on automatic airway segmentation and analysis on MDCT-An ex vivo phantom study.

作者信息

Leutz-Schmidt Patricia, Weinheimer Oliver, Jobst Bertram J, Dinkel Julien, Biederer Jürgen, Kauczor Hans-Ulrich, Puderbach Michael U, Wielpütz Mark O

机构信息

Department of Diagnostic and Interventional Radiology, University Hospital of Heidelberg, Heidelberg, Germany.

Translational Lung Research Center (TLRC) Heidelberg, Member of the German Center for Lung Research (DZL), Heidelberg, Germany.

出版信息

PLoS One. 2017 Aug 2;12(8):e0182268. doi: 10.1371/journal.pone.0182268. eCollection 2017.

Abstract

OBJECTIVES

To evaluate the influence of exposure parameters and raw-data-based iterative reconstruction (IR) on computer-aided segmentation and quantitative analysis of the tracheobronchial tree on multidetector computed tomography (MDCT).

MATERIAL AND METHODS

10 porcine heart-lung-explants were mounted inside a dedicated chest phantom. MDCT was performed at 120kV and 80kV with 120, 60, 30 and 12 mAs each. All scans were reconstructed with filtered back projection (FBP) or IR, resulting in a total of 160 datasets. The maximum number of detected airway segments, most peripheral airway generation detected, generation-specific airway wall thickness (WT), total diameter (TD) and normalized wall thickness (pi10) were compared.

RESULTS

The number of detected airway segments decreased slightly with dose (324.8±118 at 120kV/120mAs vs. 288.9±130 at 80kV/30mAs with FBP, p<0.05) and was not changed by IR. The 20th generation was constantly detected as most peripheral. WT did not change significantly with exposure parameters and reconstruction algorithm across all generations: range 1st generation 2.4-2.7mm, 5th 1.0-1.1mm, and 10th 0.7mm with FBP; 1st 2.3-2.4mm, 5th 1.0-1.1mm, and 10th 0.7-0.8mm with IR. pi10 was not affected as well (range 0.32-0.34mm).

CONCLUSIONS

Exposure parameters and IR had no relevant influence on measured airway parameters even for WT <1mm. Thus, no systematic errors would be expected using automatic airway analysis with low-dose MDCT and IR.

摘要

目的

评估曝光参数和基于原始数据的迭代重建(IR)对多排螺旋计算机断层扫描(MDCT)上气管支气管树的计算机辅助分割和定量分析的影响。

材料与方法

将10个猪心肺离体标本置于专用胸部模型内。分别在120kV和80kV下进行MDCT扫描,管电流分别为120、60、30和12mAs。所有扫描均采用滤波反投影(FBP)或IR重建,共得到160个数据集。比较检测到的气道节段的最大数量、检测到的最外周气道分级、特定分级的气道壁厚度(WT)、总直径(TD)和标准化壁厚度(π10)。

结果

检测到的气道节段数量随剂量略有减少(FBP重建时,120kV/120mAs为324.8±118,80kV/30mAs为288.9±130,p<0.05),而IR重建未改变该数量。第20级始终被检测为最外周分级。WT在所有分级中均未随曝光参数和重建算法发生显著变化:FBP重建时,第1级范围为2.4 - 2.7mm,第5级为1.0 - 1.1mm,第10级为0.7mm;IR重建时,第1级为2.3 - 2.4mm,第5级为1.0 - 1.1mm,第10级为0.7 - 0.8mm。π10也未受影响(范围为0.32 - 0.34mm)。

结论

即使对于WT<1mm的情况,曝光参数和IR对测量的气道参数也没有相关影响。因此,使用低剂量MDCT和IR进行自动气道分析时,预计不会产生系统误差。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6c47/5540604/30d3dc0736bc/pone.0182268.g001.jpg

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