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腹部磁共振多任务处理在放射治疗计划中的应用:一种基于运动分辨率和多对比度的 3D 成像方法。

Abdominal MR Multitasking for radiotherapy treatment planning: A motion-resolved and multicontrast 3D imaging approach.

机构信息

Department of Radiology, University of Southern California, Los Angeles, California, USA.

Department of Radiation Oncology, University of Southern California, Los Angeles, California, USA.

出版信息

Magn Reson Med. 2025 Jan;93(1):108-120. doi: 10.1002/mrm.30256. Epub 2024 Aug 22.

Abstract

PURPOSE

Radiotherapy treatment planning (RTP) using MR has been used increasingly for the abdominal site. Multiple contrast weightings and motion-resolved imaging are desired for accurate delineation of the target and various organs-at-risk and patient-tailored planning. Current MR protocols achieve these through multiple scans with distinct contrast and variable respiratory motion management strategies and acquisition parameters, leading to a complex and inaccurate planning process. This study presents a standalone MR Multitasking (MT)-based technique to produce volumetric, motion-resolved, multicontrast images for abdominal radiotherapy treatment planning.

METHODS

The MT technique resolves motion and provides a wide range of contrast weightings by repeating a magnetization-prepared (saturation recovery and T preparations) spoiled gradient-echo readout series and adopting the MT image reconstruction framework. The performance of the technique was assessed through digital phantom simulations and in vivo studies of both healthy volunteers and patients with liver tumors.

RESULTS

In the digital phantom study, the MT technique presented structural details and motion in excellent agreement with the digital ground truth. The in vivo studies showed that the motion range was highly correlated (R = 0.82) between MT and 2D cine imaging. MT allowed for a flexible contrast-weighting selection for better visualization. Initial clinical testing with interobserver analysis demonstrated acceptable target delineation quality (Dice coefficient = 0.85 ± 0.05, Hausdorff distance = 3.3 ± 0.72 mm).

CONCLUSION

The developed MT-based, abdomen-dedicated technique is capable of providing motion-resolved, multicontrast volumetric images in a single scan, which may facilitate abdominal radiotherapy treatment planning.

摘要

目的

磁共振(MR)放疗计划(RTP)已越来越多地用于腹部。为了精确勾画靶区和各种危及器官,并进行个体化计划,需要采用多种对比加权和运动分辨率成像。目前的 MR 方案通过具有不同对比和可变呼吸运动管理策略及采集参数的多次扫描来实现这些目标,导致规划过程复杂且不准确。本研究提出了一种独立的基于磁共振多任务(MT)的技术,用于生成用于腹部放疗计划的容积、运动分辨率、多对比度图像。

方法

MT 技术通过重复磁化准备(饱和恢复和 T 准备)扰相梯度回波读出序列,并采用 MT 图像重建框架,来解决运动问题并提供广泛的对比加权。通过数字体模模拟和健康志愿者及肝肿瘤患者的体内研究评估了该技术的性能。

结果

在数字体模研究中,MT 技术呈现的结构细节和运动与数字体模的真实情况高度吻合。体内研究表明,MT 与 2D 电影成像之间的运动范围高度相关(R=0.82)。MT 允许灵活选择对比加权,以获得更好的可视化效果。初步的临床测试及观察者间分析表明,该技术的靶区勾画质量可接受(Dice 系数=0.85±0.05,Hausdorff 距离=3.3±0.72mm)。

结论

所开发的基于 MT 的腹部专用技术能够在单次扫描中提供运动分辨率、多对比度容积图像,这可能有助于腹部放疗计划。

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