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肺循环评估中肺血流的视觉分析:两种处理动态图像的变体算法之间的差异

Visual analysis of pulmonary blood flow in pulmonary circulation assessment: differences between two variant algorithms for processing dynamic images.

作者信息

Hanaoka Jun

机构信息

Division of General Thoracic Surgery, Department of Surgery, Shiga University of Medical Science, Otsu, Shiga, Japan.

出版信息

Quant Imaging Med Surg. 2024 Aug 1;14(8):5277-5287. doi: 10.21037/qims-24-152. Epub 2024 Jul 12.

DOI:10.21037/qims-24-152
PMID:39144062
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11320506/
Abstract

BACKGROUND

In the quantitative assessment of pulmonary blood flow, two different processing algorithms [cross-correlation calculation processing (CCC-pro) and reference frame subtraction processing (RFS-pro)] within dynamic imaging systems have been reported to exhibit high correlations with conventional measurement methods. However, reports still need to evaluate these two processing algorithms regarding the different aspects of pulmonary blood flow. This study aimed to analyze the differences in pulmonary circulation.

METHODS

We conducted a cross-sectional study to evaluate patients with lung cancer who underwent radical surgery, simultaneous dynamic chest radiography (DCR), and pulmonary perfusion scintigraphy (PPS). We assessed the correlation between PPS and two algorithms (CCC-pro and RFS-pro) regarding calculated blood flow ratio (BFR) using Pearson's correlation and linear regression analysis. Additionally, we evaluated consistency using the Bland-Altman analysis. We compared the pulmonary blood flow distributions across six-division lung fields and evaluated each method's blood flow images and histograms of pixel values.

RESULTS

From May 2018 to December 2020, we consecutively enrolled 46 patients with lung cancer who met the inclusion criteria (40 male patients, with a mean age of 72.91 years). In these patients, CCC-pro and RFS-pro were correlated (R=0.718, P<0.01); however, CCC-pro was more strongly correlated with PPS than RFS-pro (R=0.859, P<0.01 R=0.549, P<0.01). The Bland-Altman analysis showed high agreement, although systematic errors were observed in relationships other than RFS-pro to PPS. CCC-pro and RFS-pro showed similar blood flow distributions in the upper and lower lung fields, with RFS-pro being dominant in the middle. RFS-pro showed higher pixel values in the hilar region and a histogram shape similar to PPS; however, posture affected the right upper lung field gradient. RFS-pro showed no difference in the BFR when the pulmonary artery region was symmetric; however, potential inaccuracies existed when it overlapped with the cardiovascular shadow.

CONCLUSIONS

The CCC-pro algorithm was useful for quantifying BFRs, whereas the RFS-pro algorithm accurately evaluated blood flow distribution in lung fields. Further algorithm development is required to enable versatile pulmonary blood flow analysis.

摘要

背景

在肺血流的定量评估中,动态成像系统中的两种不同处理算法[互相关计算处理(CCC-pro)和参考帧减法处理(RFS-pro)]已被报道与传统测量方法具有高度相关性。然而,仍需要从肺血流的不同方面对这两种处理算法进行评估。本研究旨在分析肺循环的差异。

方法

我们进行了一项横断面研究,以评估接受根治性手术、同步动态胸部X线摄影(DCR)和肺灌注闪烁显像(PPS)的肺癌患者。我们使用Pearson相关性和线性回归分析评估了PPS与两种算法(CCC-pro和RFS-pro)在计算血流比(BFR)方面的相关性。此外,我们使用Bland-Altman分析评估了一致性。我们比较了六个分区肺野的肺血流分布,并评估了每种方法的血流图像和像素值直方图。

结果

从2018年5月至2020年12月,我们连续纳入了46例符合纳入标准的肺癌患者(40例男性患者,平均年龄72.91岁)。在这些患者中,CCC-pro和RFS-pro具有相关性(R = 0.718,P < 0.01);然而,CCC-pro与PPS的相关性比RFS-pro更强(R =

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/986b/11320506/ba991adaf782/qims-14-08-5277-vid1.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/986b/11320506/ba991adaf782/qims-14-08-5277-vid1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/986b/11320506/a894a6060820/qims-14-08-5277-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/986b/11320506/66130f42110e/qims-14-08-5277-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/986b/11320506/162de4f1fd12/qims-14-08-5277-f3.jpg
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