Suppr超能文献

物理上不合理的信号作为前列腺弥散加权磁共振成像的定量质量评估指标。

Physically implausible signals as a quantitative quality assessment metric in prostate diffusion-weighted MR imaging.

机构信息

Research Computing Center, The University of Chicago, Chicago, IL, USA.

Department of Radiology, The University of Chicago, Chicago, IL, USA.

出版信息

Abdom Radiol (NY). 2022 Jul;47(7):2500-2508. doi: 10.1007/s00261-022-03542-0. Epub 2022 May 18.

Abstract

PURPOSE

To provide a quantitative assessment of diffusion-weighted MR images of the prostate through identification of PIDS which clearly represents artifacts in the data. We calculated the percentage and distribution of PIDS in prostate DWI and compare the amount of PIDS between mpMRI images obtained with and without an endorectal coil.

METHODS

This IRB approved retrospective study (from 03/03/2014 to 03/10/2020), included 40 patients scanned with endorectal coil (ERC) and 40 without ER coil (NERC). PIDS contains any voxel where: (1) the diffusion signal increases despite an increase in b-value; and/or (2) apparent diffusion coefficient (ADC) is more than 3.0 μm/ms (the ADC of pure water at 37 °C and it is physically implausible for any material to have a higher ADC). PIDS for transition zone (TZ) and peripheral zone (PZ) was calculated using an in-house MATLAB program. DWI images were quantitatively inspected for noise, motion, and distortion. T-test was used to compare the difference between PIDS levels in ERC versus NERC and ANOVA to compare the PIDS levels in the anatomic zones. The images were evaluated by a fellowship-trained radiologist in Abdominal Imaging with more than 10 years of experience in reading prostate MRI. This was tested only in prostate in this study.

RESULTS

80 patients (58 ± 8 years old, 80 men) were evaluated. The percentage of voxels exhibiting PIDS was 17.1 ± 8.1% for the ERC cohort and 22.2 ± 15.5% for the NERC cohort. PIDS for NERC versus ERC were not significantly different (p = 0.14). The apex and base showed similar percentages of PIDS in ERC (p = 0.30) and NERC (p = 0.86). The mid (13.8 ± 8.6%) in ERC showed lower values (p = 0.02) of PIDS compared to apex (19.9 ± 11.1%) and base (17.5 ± 8.3%).

CONCLUSION

PIDS maps provide a spatially resolved quantitative quality assessment for prostate DWI. Average PIDS over the entire prostate were similar for the ERC and NERC cohorts, and did not differ significantly across prostate zones. However, for many of the patients, PIDS was focally much higher in specific prostate zones. PIDS assessment can guide Radiologist's evaluation of images and the development of improved DWI sequences.

摘要

目的

通过识别清楚地代表数据伪影的 PIDS,对前列腺弥散加权 MR 图像进行定量评估。我们计算了前列腺 DWI 中 PIDS 的百分比和分布,并比较了使用和不使用直肠内线圈获得的 mpMRI 图像之间 PIDS 的数量。

方法

本研究为 IRB 批准的回顾性研究(2014 年 3 月 3 日至 2020 年 3 月 10 日),共纳入 40 例接受直肠内线圈(ERC)扫描和 40 例未接受直肠内线圈(NERC)扫描的患者。PIDS 包含任何体素:(1)尽管 b 值增加,但扩散信号增加;和/或(2)表观扩散系数(ADC)大于 3.0 μm/ms(37°C 下纯水的 ADC,任何物质的 ADC 都不可能更高)。使用内部 MATLAB 程序计算移行区(TZ)和周围区(PZ)的 PIDS。对 DWI 图像进行噪声、运动和失真的定量检查。使用 T 检验比较 ERC 与 NERC 之间 PIDS 水平的差异,使用 ANOVA 比较解剖区的 PIDS 水平。该研究由一位具有 10 多年阅读前列腺 MRI 经验的腹部成像专业研究员进行评估。本研究仅在前列腺中进行了评估。

结果

共评估了 80 名患者(58±8 岁,80 名男性)。ERC 队列中 PIDS 占比为 17.1±8.1%,NERC 队列中 PIDS 占比为 22.2±15.5%。NERC 与 ERC 之间的 PIDS 无显著差异(p=0.14)。ERC 和 NERC 中尖端和基底部的 PIDS 百分比相似(p=0.30 和 p=0.86)。ERC 中的中部(13.8±8.6%)的 PIDS 值较低(p=0.02),而尖端(19.9±11.1%)和基底部(17.5±8.3%)则较高。

结论

PIDS 图为前列腺 DWI 提供了空间分辨的定量质量评估。ERC 和 NERC 队列的整个前列腺的平均 PIDS 相似,并且在前列腺区域之间没有显著差异。然而,对于许多患者,特定前列腺区域的 PIDS 明显更高。PIDS 评估可以指导放射科医生对图像的评估和改进 DWI 序列的开发。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验