3D color-rendered MR neurography heatmaps in visualizing normal lumbosacral (LS) plexus and increasing conspicuity of LS plexopathy.

IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
European Radiology Pub Date : 2025-03-01 Epub Date: 2024-10-25 DOI:10.1007/s00330-024-11138-z
Angela He, George Ray, Parham Pezeshk, Alireza Eajazi, Rifat Karatas, Dhilip Andrew Maria Anthony Rayer, Yin Xi, Avneesh Chhabra
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引用次数: 0

Abstract

Purpose: To determine whether color-rendered 3D MR neurography (MRN) images (heatmaps) improve diagnostic accuracy, reader confidence levels, and time savings to assess LS plexus lesions compared to the conventional grayscale images.

Materials and methods: A cross-sectional study included adults of all genders with randomly chosen MRNs of LS plexus and known reference standards of normal or neuropathy (plexopathy and radiculopathy). Heatmaps were constructed using 3D MRN STIR images and color rendered with higher intensity to yellow and lower intensity to darker-red colors in 1-2 min on average and were available on PACS for the readers. 2D plus 3D grayscale MIP images and 2D plus 3D MIP heatmaps were analyzed by four musculoskeletal radiologists (two faculty and two fellows) in two separate rounds blinded to the final diagnosis. Readers evaluated: neuropathy and number of nerves affected (neuropathy score: 0-normal; 1-one nerve affected; and 2-two or more nerves affected); final diagnosis; confidence levels; and time taken to evaluate the studies. Conger's kappa and paired t-test were used for analysis.

Results: Among 70 MRNs from 70 patients, there were 32 males and 38 females with average age ± SD of 54.8 ± 20.1 years and 49.9 ± 16.6 years, respectively. There were 30 normal and 40 LS plexus lesion scans. Interreader agreements for neuropathy scores were substantial to moderate on conventional imaging and heat maps (Conger's kappa: 0.65; 95% CI: 0.55, 0.73, and 0.59; 95% CI: 0.47, 0.69), respectively. The mean neuropathy score and final diagnosis accuracies were similar in both rounds 85.7% ± 0.1% vs 83.2% ± 0.1% (p = 0.13), and 83.6% ± 0.1% vs 80.0% ± 0.1%; p = 0.16), respectively. Time savings were significant when using heatmaps for all readers (p < 0.001). Time savings using heatmaps ranged from 57.7% to 74.6% and 56.3% to 75% of the original time for the fellows and faculty, respectively. Average confidence levels for neuropathy score significantly increased using heatmaps for one fellow and one faculty (p < 0.05), while average confidence levels for final diagnosis improved for both fellows and one faculty (p < 0.05).

Conclusion: 3D color-rendered MRN heatmaps show comparable diagnostic accuracy to conventional MRN imaging but with significant time savings to identify LS plexus lesions.

Key points: Question Do color-rendered 3D MRN images (heatmaps) improve accuracy, and confidence, and save time when assessing lumbosacral (LS) plexus lesions compared to conventional grayscale images? Findings 3D-rendered heatmaps showed comparable diagnostic accuracy with time savings ranging from 56.3% to 75%. Clinical relevance 3D color-rendered heatmaps increase time efficiency in evaluating MRNs of LS plexus, allowing for improved radiologist productivity and diagnostic confidence.

三维彩色渲染磁共振神经显像热图在观察正常腰骶丛(LS)和增加腰骶丛病变的明显性方面的作用。
目的:与传统的灰度图像相比,确定彩色渲染的三维 MR 神经显像(MRN)图像(热图)是否能提高诊断准确性、读者信心水平,并节省评估 LS 神经丛病变的时间:横断面研究包括随机选择的 LS 丛神经 MRN 和已知的正常或神经病变(神经丛病和神经根病)参考标准的所有性别的成人。使用三维 MRN STIR 图像构建热图,并在平均 1-2 分钟内将强度较高的图像渲染为黄色,强度较低的图像渲染为深红色,读者可在 PACS 上查看热图。四名肌肉骨骼放射科医生(两名教师和两名研究员)分别对二维和三维灰度 MIP 图像以及二维和三维 MIP 热图进行了两轮分析,并对最终诊断结果设置了盲区。阅读者对以下方面进行了评估:神经病变和受累神经数量(神经病变评分:0-正常;1-一条神经受累;2-两条或更多神经受累);最终诊断;置信水平;以及评估研究花费的时间。分析采用康格卡帕和配对 t 检验:在 70 名患者的 70 个 MRN 中,男性 32 人,女性 38 人,平均年龄(±SD)分别为(54.8±20.1)岁和(49.9±16.6)岁。正常扫描结果为 30 个,LS 神经丛病变扫描结果为 40 个。传统成像和热图的神经病变评分的阅片者之间的一致性从高到低(Conger's kappa:0.65;95% CI:0.55,0.73 和 0.59;95% CI:0.47,0.69)。两轮平均神经病变评分和最终诊断准确率相似,分别为 85.7% ± 0.1% vs 83.2% ± 0.1% (p = 0.13) 和 83.6% ± 0.1% vs 80.0% ± 0.1%; p = 0.16)。所有阅读器使用热图时都能显著节省时间(p 结论:三维彩色渲染 MRN 热图显示出与传统 MRN 成像相当的诊断准确性,但在识别 LS 神经丛病变方面显著节省了时间:问题: 与传统灰度图像相比,彩色渲染的三维 MRN 图像(热图)在评估腰骶部(LS)神经丛病变时能否提高准确性和可信度并节省时间?研究结果 三维渲染热图显示了相当的诊断准确性,节省时间从 56.3% 到 75% 不等。临床意义 三维彩色渲染热图提高了评估 LS 神经丛 MRN 的时间效率,从而提高了放射医师的工作效率和诊断信心。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
European Radiology
European Radiology 医学-核医学
CiteScore
11.60
自引率
8.50%
发文量
874
审稿时长
2-4 weeks
期刊介绍: European Radiology (ER) continuously updates scientific knowledge in radiology by publication of strong original articles and state-of-the-art reviews written by leading radiologists. A well balanced combination of review articles, original papers, short communications from European radiological congresses and information on society matters makes ER an indispensable source for current information in this field. This is the Journal of the European Society of Radiology, and the official journal of a number of societies. From 2004-2008 supplements to European Radiology were published under its companion, European Radiology Supplements, ISSN 1613-3749.
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