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基于纯相位相关(POC)分析的放射学关节间隙宽度差定量:与使用常规边界描绘的各种断层模式比较的体模研究

Quantification of Joint Space Width Difference on Radiography Via Phase-Only Correlation (POC) Analysis: a Phantom Study Comparing with Various Tomographical Modalities Using Conventional Margin-Contouring.

机构信息

Graduate School of Health Sciences, Hokkaido University, North-12 West-5, Kita-ku, Sapporo, 060-0812, Japan.

Research Center for Integrated Quantum Electronics, Hokkaido University, North-13, West-8, Kita-ku, Sapporo, 060-0813, Japan.

出版信息

J Digit Imaging. 2021 Feb;34(1):96-104. doi: 10.1007/s10278-020-00406-1. Epub 2020 Dec 2.

Abstract

Several visual scoring methods are currently used to assess progression of rheumatoid arthritis (RA) on radiography. However, they are limited by its subjectivity and insufficient sensitivity. We have developed an original measurement system which uses a technique called phase-only correlation (POC). The purpose of this study is to validate the system by using a phantom simulating the joint of RA patients.A micrometer measurement apparatus that can adjust arbitrary joint space width (JSW) in a phantom joint was developed to define true JSW. The phantom was scanned with radiography, 320 multi detector CT (MDCT), high-resolution peripheral quantitative CT (HR-pQCT), cone beam CT (CBCT), and tomosynthesis. The width was adjusted to the average size of a women's metacarpophalangeal joint, from 1.2 to 2.2 mm with increments of 0.1 mm and 0.01 mm. Radiographical images were analyzed by the POC-based system and manual method, and images from various tomographical modalities were measured via the automatic margin detection method. Correlation coefficients between true JSW difference and measured JSW difference were all strong at 0.1 mm intervals with radiography (POC-based system and manual method), CBCT, 320MDCT, HR-pQCT, and tomosynthesis. At 0.01 mm intervals, radiography (POC-based system), 320MDCT, and HR-pQCT had strong correlations, while radiography (manual method) and CBCT had low correlations, and tomosynthesis had no statistically significant correlation. The smallest detectable changes for radiography (POC-based system), radiography (manual method), 320MDCT, HR-pQCT, CBCT, and tomosynthesis were 0.020 mm, 0.041 mm, 0.076 mm, 0.077 mm, 0.057 mm, and 0.087 mm, respectively. We conclude that radiography analyzed with the POC-based system might sensitively detect minute joint space changes of the finger joint.

摘要

目前有几种视觉评分方法可用于评估影像学上类风湿关节炎(RA)的进展。然而,它们受到主观性和敏感性不足的限制。我们开发了一种原始的测量系统,该系统使用一种称为纯相位相关(POC)的技术。本研究的目的是通过使用模拟 RA 患者关节的幻影来验证该系统。

开发了一种可以在幻影关节中任意调整关节间隙宽度(JSW)的测微器测量装置,以定义真实的 JSW。将幻影关节用射线照相、320 多层探测器 CT(MDCT)、高分辨率外周定量 CT(HR-pQCT)、锥形束 CT(CBCT)和断层合成术进行扫描。宽度调整为女性掌指关节的平均大小,从 1.2 到 2.2mm,增量为 0.1mm 和 0.01mm。射线照相图像通过基于 POC 的系统和手动方法进行分析,各种层析模态的图像通过自动边缘检测方法进行测量。在 0.1mm 间隔时,真 JSW 差与测量 JSW 差之间的相关系数均很强,包括射线照相(基于 POC 的系统和手动方法)、CBCT、320MDCT、HR-pQCT 和断层合成术。在 0.01mm 间隔时,射线照相(基于 POC 的系统)、320MDCT 和 HR-pQCT 相关性较强,而射线照相(手动方法)和 CBCT 相关性较低,断层合成术无统计学意义的相关性。射线照相(基于 POC 的系统)、射线照相(手动方法)、320MDCT、HR-pQCT、CBCT 和断层合成术的最小可检测变化分别为 0.020mm、0.041mm、0.076mm、0.077mm、0.057mm 和 0.087mm。我们得出结论,基于 POC 的系统分析的射线照相术可能会敏感地检测手指关节的微小关节间隙变化。

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