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三维彩色渲染磁共振神经成像热图在可视化正常腰骶丛及提高腰骶丛病变的清晰度方面的应用。

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

作者信息

He Angela, Ray George, Pezeshk Parham, Eajazi Alireza, Karatas Rifat, Rayer Dhilip Andrew Maria Anthony, Xi Yin, Chhabra Avneesh

机构信息

Department of Radiology, UT Southwestern, Dallas, TX, USA.

Department of Orthopedic Surgery, UT Southwestern, Dallas, TX, USA.

出版信息

Eur Radiol. 2025 Mar;35(3):1679-1686. doi: 10.1007/s00330-024-11138-z. Epub 2024 Oct 25.

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.

摘要

目的

与传统灰度图像相比,确定彩色渲染的三维磁共振神经造影(MRN)图像(热图)是否能提高诊断准确性、阅片者信心水平并节省评估腰骶丛病变的时间。

材料与方法

一项横断面研究纳入了所有性别的成年人,随机选取腰骶丛的MRN图像以及正常或神经病变(丛病和神经根病)的已知参考标准。热图使用三维MRN短反转恢复(STIR)图像构建,平均在1 - 2分钟内将高强度显示为黄色,低强度显示为深红色,并在PACS上供阅片者使用。四位肌肉骨骼放射科医生(两名教员和两名住院医师)在两轮独立阅片中对二维加三维灰度最大密度投影(MIP)图像和二维加三维MIP热图进行分析,阅片时对最终诊断不知情。阅片者评估:神经病变及受影响神经数量(神经病变评分:0 - 正常;1 - 一条神经受影响;2 - 两条或更多神经受影响);最终诊断;信心水平;以及评估研究所需时间。采用康杰kappa检验和配对t检验进行分析。

结果

在70例患者的70幅MRN图像中,男性32例,女性38例,平均年龄±标准差分别为54.8±20.1岁和49.9±16.6岁。有30例正常和40例腰骶丛病变扫描。在传统成像和热图上阅片者对神经病变评分的一致性分别为中度到高度(康杰kappa值:0.65;95%置信区间:0.55, 0.73和0.59;95%置信区间:0.47, 0.69)。两轮中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%对83.2%±0.1%(p = 0.13),以及83.6%±0.1%对80.0%±0.1%;p = 0.16)。对所有阅片者而言,使用热图时节省时间显著(p < 0.001)。住院医师和教员使用热图节省的时间分别占原始时间的57.7%至74.6%和56.3%至75%。对于一名住院医师和一名教员,使用热图时神经病变评分的平均信心水平显著提高(p < 0.05),而对于住院医师和一名教员,最终诊断的平均信心水平均有所提高(p < 0.05)。

结论

三维彩色渲染的MRN热图与传统MRN成像具有相当可比的诊断准确性,但在识别腰骶丛病变时可显著节省时间。

关键点

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(LS)丛病变时是否能提高准确性、信心并节省时间? 研究结果 三维渲染的热图显示出相当的诊断准确性,节省时间范围为56.3%至75%。 临床意义 三维彩色渲染热图提高了评估腰骶丛MRN的时间效率,提高了放射科医生的工作效率和诊断信心。

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