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MA-QC:用于前列腺磁共振质量控制和PI-QUAL评估的免费在线软件。

MA-QC: Free online software for prostate MR quality control and PI-QUAL assessment.

作者信息

Sabbah M, Gutierrez P, Puech P

机构信息

Univ. Lille, CHU Lille, Department of Genito-urinary Imaging, F-59000 Lille, France.

CH Dunkerque, Department of Radiology, F-59240 Dunkerque, France.

出版信息

Eur J Radiol. 2023 Oct;167:111027. doi: 10.1016/j.ejrad.2023.111027. Epub 2023 Aug 25.

Abstract

PURPOSE

To validate MRI Analyzer Quality Control (MA-QC), a free and open-source online software designed to facilitate MR data acquisition quality control and PI-QUAL score calculation.

MATERIAL AND METHODS

MA-QC is a web-based software, designed for analysing DICOM data related to MR acquisition parameters. The software allows automatic extraction of 18 technical criteria, and manual input of 12 visual criteria, to calculate the PI-QUAL score. We collected 100 prostate MRI datasets from four MR device manufacturers to test data compatibility, automatic sequence recognition, and robustness of technical criteria extraction from DICOM data. The main issue was to determine the spatial resolution in the phase and frequency directions, due to variable encoding of the DICOM datasets.

RESULTS

Acquisition data could be extracted from all sample examinations (100%), with a median analysis speed of 15.2 ± 4.4 images per second and mean processing time of 96 [11-326] seconds per examination. MA-CQ automatically detected the optimal T2-w, DWI and DCE sequences in 71 out of 100 (71%) cases, and required manual selection of at least one sequence in 29 out of 100 (29%) cases to get the best parameters. Display of technical criteria for the 3 sequences was instantaneous. PI-QUAL score could be calculated in all cases.

CONCLUSION

This software brings substantial help in the quality assessment of prostate MRI examinations, by providing fast extraction of series data and the 18 technical parameters of PI-QUAL. PI-QUAL scoring can be performed in less than two minutes, helping to focus on the visual criteria, allowing use of this software in the clinical workflow in the aim of improving overall image quality in prostate MR imaging.

摘要

目的

验证MRI分析仪质量控制软件(MA-QC),这是一款免费的开源在线软件,旨在促进MR数据采集质量控制和PI-QUAL评分计算。

材料与方法

MA-QC是一款基于网络的软件,用于分析与MR采集参数相关的DICOM数据。该软件可自动提取18项技术标准,并手动输入12项视觉标准,以计算PI-QUAL评分。我们从四个MR设备制造商收集了100个前列腺MRI数据集,以测试数据兼容性、自动序列识别以及从DICOM数据中提取技术标准的稳健性。由于DICOM数据集的编码方式不同,主要问题是确定相位和频率方向上的空间分辨率。

结果

所有样本检查(100%)的采集数据均可提取,分析速度中位数为每秒15.2±4.4幅图像,每次检查的平均处理时间为96[11-326]秒。MA-CQ在100例中的71例(71%)中自动检测到了最佳的T2加权、扩散加权成像(DWI)和动态对比增强(DCE)序列,在100例中的29例(29%)中需要手动选择至少一个序列以获得最佳参数。三个序列的技术标准显示即时。所有病例均可计算PI-QUAL评分。

结论

该软件通过快速提取系列数据和PI-QUAL的18项技术参数,为前列腺MRI检查的质量评估提供了实质性帮助。PI-QUAL评分可在不到两分钟内完成,有助于专注于视觉标准,使该软件可用于临床工作流程,以提高前列腺MR成像的整体图像质量。

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