采用专用骨减影软件对多发性骨髓瘤患者进行随访全身 CT 的快速研究评估。

Rapid study assessment in follow-up whole-body computed tomography in patients with multiple myeloma using a dedicated bone subtraction software.

机构信息

Department of Radiology and Nuclear Medicine, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23562, Lübeck, Germany.

Fraunhofer Institute for Digital Medicine MEVIS, Lübeck, Germany.

出版信息

Eur Radiol. 2020 Jun;30(6):3198-3209. doi: 10.1007/s00330-019-06631-9. Epub 2020 Feb 11.

Abstract

OBJECTIVES

The diagnostic reading of follow-up low-dose whole-body computed tomography (WBCT) examinations in patients with multiple myeloma (MM) is a demanding process. This study aimed to evaluate the diagnostic accuracy and benefit of a novel software program providing rapid-subtraction maps for bone lesion change detection.

METHODS

Sixty patients (66 years ± 10 years) receiving 120 WBCT examinations for follow-up evaluation of MM bone disease were identified from our imaging archive. The median follow-up time was 292 days (range 200-641 days). Subtraction maps were calculated from 2-mm CT images using a nonlinear deformation algorithm. Reading time, correctly assessed lesions, and disease classification were compared to a standard reading software program. De novo clinical reading by a senior radiologist served as the reference standard. Statistics included Wilcoxon rank-sum test, Cohen's kappa coefficient, and calculation of sensitivity, specificity, positive/negative predictive value, and accuracy.

RESULTS

Calculation time for subtraction maps was 84 s ± 24 s. Both readers reported exams faster using subtraction maps (reader A, 438 s ± 133 s; reader B, 1049 s ± 438 s) compared to PACS software (reader A, 534 s ± 156 s; reader B, 1486 s ± 587 s; p < 0.01). The course of disease was correctly classified by both methods in all patients. Sensitivity for lesion detection in subtraction maps/conventional reading was 92%/80% for reader A and 88%/76% for reader B. Specificity was 98%/100% for reader A and 95%/96% for reader B.

CONCLUSION

A software program for the rapid-subtraction map calculation of follow-up WBCT scans has been successfully tested and seems suited for application in clinical routine. Subtraction maps significantly facilitated reading of WBCTs by reducing reading time and increasing sensitivity.

KEY POINTS

• A novel algorithm has been successfully applied to generate motion-corrected bone subtraction maps of whole-body low-dose CT scans in less than 2 min. • Motion-corrected bone subtraction maps significantly facilitate the reading of follow-up whole-body low-dose CT scans in multiple myeloma by reducing reading time and increasing sensitivity.

摘要

目的

多发性骨髓瘤(MM)患者随访低剂量全身 CT(WBCT)检查的诊断阅读是一个具有挑战性的过程。本研究旨在评估一种新型软件程序提供快速减影图以检测骨病变变化的诊断准确性和益处。

方法

从我们的影像档案中确定了 60 名(66 岁±10 岁)接受 120 次用于 MM 骨病随访评估的 WBCT 检查的患者。中位随访时间为 292 天(范围 200-641 天)。使用非线性变形算法从 2mm CT 图像计算减影图。与标准阅读软件程序相比,比较了阅读时间、正确评估的病变和疾病分类。由一位资深放射科医生进行的新的临床阅读作为参考标准。统计包括 Wilcoxon 秩和检验、Cohen's kappa 系数以及敏感性、特异性、阳性/阴性预测值和准确性的计算。

结果

减影图的计算时间为 84s±24s。两位读者都报告说使用减影图进行检查更快(读者 A,438s±133s;读者 B,1049s±438s),而不是使用 PACS 软件(读者 A,534s±156s;读者 B,1486s±587s;p<0.01)。两种方法均能正确分类所有患者的疾病进程。在减影图/常规阅读中,读者 A 的病变检测敏感性为 92%/80%,读者 B 的敏感性为 88%/76%。读者 A 的特异性为 98%/100%,读者 B 的特异性为 95%/96%。

结论

已成功测试用于生成随访 WBCT 扫描的快速减影图的软件程序,并且似乎适合在临床常规中应用。减影图通过减少阅读时间和提高敏感性显著促进了 WBCT 的阅读。

关键点

  • 一种新算法已成功应用于在不到 2 分钟内生成运动校正的全身低剂量 CT 扫描的骨减影图。

  • 运动校正的骨减影图通过减少阅读时间和提高敏感性,显著促进了多发性骨髓瘤患者的随访全身低剂量 CT 扫描的阅读。

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